{"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":"23b280a58eb8","filters":{"venue":"Journal of Education and Teaching in Emergency Medicine"}},"results":[{"id":"W2946192366","doi":"10.5070/m542043476","title":"Approach to Geriatric Emergency Medicine: A Flipped Classroom Group Learning Exercise for Undergraduate Medical Trainees","year":2019,"lang":"en","type":"article","venue":"Journal of Education and Teaching in Emergency Medicine","topic":"Innovative Teaching Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Sinai Health System; University of Toronto","funders":"","keywords":"Flipped learning; Medical education; Medicine; Flipped classroom; Psychology; Pedagogy; Mathematics education","authors":[{"name":"Thom Ringer","is_ca":true},{"name":"Tiahna Warkentin","is_ca":true},{"name":"Vikas Patel","is_ca":true},{"name":"Don Melady","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04704516611505181,"gpt":0.4200689950330553,"spread":0.3730238289180035,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004451475,0.00191892,0.001149646,0.001097001,0.003872097,0.001836128,0.003070472,0.002482259,0.02812805],"category_scores_gemma":[0.007065966,0.0008523851,0.001208024,0.0004530192,0.0007517246,0.001746914,0.006211356,0.003032104,0.007340137],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001159069,"about_ca_system_score_gemma":0.004764441,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000653071,"about_ca_topic_score_gemma":0.003991988,"domain_scores_codex":[0.9986427,0.0004014526,0.0000820174,0.0002702807,0.0002396076,0.0003638416],"domain_scores_gemma":[0.9950714,0.0007308538,0.000313618,0.0002784472,0.0005869782,0.003018729],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.005250003,0.1667456,0.01410774,0.002270967,0.0001870171,0.003324316,0.02847029,0.004183741,0.02053177,0.001561829,0.1060253,0.6473415],"study_design_scores_gemma":[0.01812254,0.1252644,0.1321465,0.005029984,0.0008291302,0.01078455,0.1300893,0.01756382,0.0337193,0.02115098,0.5038132,0.001486415],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8779997,0.0005734109,0.02998604,0.008357446,0.003794421,0.01718966,0.0007640103,0.001694885,0.05964035],"genre_scores_gemma":[0.658658,0.001939402,0.2259398,0.007314246,0.001354195,0.01895425,0.001200092,0.0003191999,0.08432081],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02812805,"threshold_uncertainty_score":0.09409773,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}