{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":1,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":1,"direct_label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline (scores rank; they never assert a category)","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12","author_layer_release":"2026-06-26"},"query_hash":"56b493b34e87","filters":{"venue":"World Journal of Surgery and Surgical Research"}},"results":[{"id":"W3177914318","doi":"","title":"Program Directors’ and Trainees’ Attitudes towards the Introduction of Multi-Source Feedback as Part of Surgical Residents’ Formative Assessment Process at the University of Calgary: a Qualitative Study","year":2019,"lang":"en","type":"article","venue":"World Journal of Surgery and Surgical Research","topic":"Innovations in Medical Education","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Formative assessment; Process (computing); Qualitative research; Medical education; Psychology; Medicine; Computer science; Pedagogy; Sociology; Social science","authors":[{"name":"Artan Reso","is_ca":false},{"name":"Evan Jost","is_ca":false},{"name":"Adrian Harvey","is_ca":false},{"name":"Kirsten Dalrymple","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1003427858569904,"gpt":0.4595335926212299,"spread":0.3591908067642395,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.04799937,0.0003135567,0.0005557121,0.001173398,0.004986962,0.00418367,0.001766154,0.001607278,0.001587576],"category_scores_gemma":[0.08947977,0.0007880995,0.000419931,0.001088265,0.004392846,0.00241113,0.003989371,0.003334878,0.0001879251],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006937534,"about_ca_system_score_gemma":0.01171502,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009168657,"about_ca_topic_score_gemma":0.01814266,"domain_scores_codex":[0.9616605,0.02884998,0.001304882,0.001216357,0.003440055,0.003528076],"domain_scores_gemma":[0.8568798,0.1045444,0.01147951,0.002391454,0.01267886,0.01202597],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001803006,0.0008243221,0.03844338,0.0002286139,0.00002511961,0.0002951784,0.9450743,0.00008668643,0.001875738,0.0002338911,0.0005110314,0.01222137],"study_design_scores_gemma":[0.00002975406,0.0006732936,0.04953729,0.0002167684,0.0000223957,0.0001298418,0.9442332,0.000186633,0.001391812,0.00007162755,0.003458197,0.00004919876],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975598,0.00008019225,0.00038175,0.0008353684,0.00001897901,0.00009397534,0.00002679554,0.000006899209,0.0009962234],"genre_scores_gemma":[0.9978958,0.0001221403,0.0006722252,0.0004550536,0.0000099698,0.0001396552,0.00001825396,0.000009458807,0.0006773067],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04799937,"threshold_uncertainty_score":0.253848,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}