{"id":"W2322759634","doi":"10.1097/acm.0b013e3181ef5e51","title":"Letʼs Be Clear","year":2010,"lang":"en","type":"article","venue":"Academic Medicine","topic":"Primary Care and Health Outcomes","field":"Health Professions","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Psychology; Hostility; Medical education; Orientation (vector space); Medicine; Social psychology","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":[0.005942793,0.001482058,0.001116393,0.001319987,0.009499482,0.01292948,0.002580489,0.008761578,0.2881514],"category_scores_gemma":[0.04545543,0.0006004188,0.001213633,0.0006605519,0.006573924,0.01642969,0.009431473,0.01763823,0.2091457],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003409461,"about_ca_system_score_gemma":0.010784,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008627326,"about_ca_topic_score_gemma":0.01153984,"domain_scores_codex":[0.9923161,0.00181715,0.0003224004,0.001316409,0.002868924,0.00135898],"domain_scores_gemma":[0.9788001,0.001989257,0.0008147822,0.001409025,0.01044986,0.006537049],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001294239,0.00001836664,0.0001473214,0.0000591321,0.000003928256,0.0001377736,0.0004449146,0.000009608339,0.00005608069,0.005952991,0.9774205,0.01573654],"study_design_scores_gemma":[0.000007111623,0.00001117625,0.00008473,0.0001930274,0.000002483047,0.0002321617,0.0011891,0.00001035371,0.00004046545,0.002597826,0.9956197,0.00001181137],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"editorial","genre_scores_codex":[0.0009563132,0.007907033,0.002428333,0.6935397,0.1653508,0.0001385129,0.000589665,0.001118979,0.1279706],"genre_scores_gemma":[0.008709622,0.005721549,0.001987301,0.5159642,0.0150997,0.000145251,0.00046988,0.0009759939,0.4509266],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.2881514,"threshold_uncertainty_score":0.9639624,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1096295835515479,"score_gpt":0.5118299583124335,"score_spread":0.4022003747608856,"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."}}