{"id":"W3024618630","doi":"","title":"","year":2020,"lang":"fr","type":"article","venue":"PubMed","topic":"Innovations in Medical Education","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Passions; Humanities; Library science; Computer science; Art; Philosophy; Epistemology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003829594,0.0003010627,0.000444291,0.001383838,0.002705297,0.002222656,0.0005976435,0.001526128,0.05306224],"category_scores_gemma":[0.02196632,0.0002137059,0.0004285108,0.001303182,0.001905349,0.001348139,0.002679227,0.001779821,0.01024541],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003152701,"about_ca_system_score_gemma":0.01173884,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0128694,"about_ca_topic_score_gemma":0.01209788,"domain_scores_codex":[0.9952361,0.001457483,0.0001982251,0.0004732675,0.001951079,0.0006838803],"domain_scores_gemma":[0.9840221,0.004350518,0.00160142,0.001031548,0.004240118,0.004754291],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001961458,0.0002082671,0.04804584,0.0007965831,0.00009979473,0.00197075,0.003591803,0.0002734218,0.004064775,0.0893506,0.2295939,0.6218081],"study_design_scores_gemma":[0.00002994504,0.0001687242,0.0359,0.0009215777,0.00002679243,0.005109882,0.00173251,0.0001305649,0.000995688,0.005877922,0.9490659,0.00004066424],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.1129798,0.05507729,0.01626246,0.2384626,0.01181708,0.0002254458,0.001911968,0.001006596,0.5622567],"genre_scores_gemma":[0.6841385,0.03921294,0.01858998,0.02913659,0.00561601,0.0002738188,0.001815427,0.0003258561,0.2208908],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9469377,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04593295402265979,"score_gpt":0.2872882646431252,"score_spread":0.2413553106204654,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}