{"id":"W2994929386","doi":"10.1002/aet2.10431","title":"The Teacher, the Assessor, and the Patient Protector: A Conceptual Model Describing How Context Interfaces With the Supervisory Roles of Academic Emergency Physicians","year":2019,"lang":"en","type":"article","venue":"AEM Education and Training","topic":"Innovations in Medical Education","field":"Medicine","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; University of Toronto","funders":"","keywords":"Context (archaeology); Psychology; Conceptual model; Medical education; Computer science; Medicine; History; Database","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":[],"consensus_categories":[],"category_scores_codex":[0.009086368,0.001281968,0.000485087,0.003471276,0.006103139,0.01057332,0.004161811,0.004818722,0.003139923],"category_scores_gemma":[0.01100931,0.0009174385,0.001112903,0.001767127,0.01815244,0.01421313,0.006131336,0.004276411,0.0006432383],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009708503,"about_ca_system_score_gemma":0.01630021,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01569939,"about_ca_topic_score_gemma":0.0131707,"domain_scores_codex":[0.9906922,0.007214515,0.0002934145,0.000596925,0.0006748749,0.0005282297],"domain_scores_gemma":[0.9879954,0.006885252,0.001075939,0.0005040944,0.001102769,0.002436532],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001488058,0.0003391315,0.01405813,0.0005261864,0.00003757011,0.001398928,0.5509525,0.00256053,0.0009090814,0.3995699,0.003304024,0.02619524],"study_design_scores_gemma":[0.0002716481,0.0006332886,0.01316289,0.003909302,0.0001846032,0.002957502,0.5546782,0.03271143,0.0007189427,0.2464466,0.1440822,0.0002433945],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4258818,0.006742364,0.3059018,0.08459053,0.0009063953,0.002218724,0.0004771778,0.0005642492,0.172717],"genre_scores_gemma":[0.93023,0.001334613,0.06121664,0.001584013,0.00007210738,0.0009982503,0.0002084809,0.00005488979,0.004300931],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01569939,"threshold_uncertainty_score":0.07044047,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0587677425938808,"score_gpt":0.2997801343242251,"score_spread":0.2410123917303443,"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."}}