{"id":"W2998568306","doi":"10.22454/fammed.2020.947981","title":"Academic Half-Days: Facilitated Small Groups to Promote Interactive Learning","year":2020,"lang":"en","type":"article","venue":"Family Medicine","topic":"Innovations in Medical Education","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; University of Calgary","funders":"","keywords":"Facilitator; Medical education; Small group learning; Medicine; Clinical Practice; Facilitation; Psychology; MEDLINE; Family medicine; Social psychology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0006761925,0.0002497583,0.0005011205,0.0002688767,0.0001005685,0.000006672354,0.0002094766,0.000193405,0.0004563578],"category_scores_gemma":[0.01362954,0.0002019945,0.0000491244,0.001466673,0.0001652809,0.00009716725,0.00008503041,0.001737332,0.0006406843],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002052778,"about_ca_system_score_gemma":0.000153388,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008320605,"about_ca_topic_score_gemma":0.000001303547,"domain_scores_codex":[0.9977571,0.00009115117,0.0006638826,0.0005085854,0.0005902506,0.0003889704],"domain_scores_gemma":[0.9985982,0.0001449184,0.0001449073,0.0002553978,0.0004485207,0.0004080784],"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":[0.001476846,0.0002735978,0.01017051,0.0007333236,0.0003247533,0.0001813367,0.09297049,0.0000992778,0.2690791,0.001037284,0.2492342,0.3744193],"study_design_scores_gemma":[0.005292872,0.00510328,0.05060407,0.00221116,0.0003002592,0.00008419054,0.03066983,0.008205798,0.002355013,0.0002068141,0.8944162,0.0005505513],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8673512,0.0002664619,0.009841355,0.1142036,0.0008080243,0.0009290065,0.000002754162,0.0003298366,0.006267785],"genre_scores_gemma":[0.9464124,0.00005520687,0.004325646,0.04586124,0.001689539,0.00008928049,0.0002561887,0.00004807246,0.001262371],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.645182,"threshold_uncertainty_score":0.9946791,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07514492572731896,"score_gpt":0.3584803769423676,"score_spread":0.2833354512150487,"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."}}