{"id":"W4200174761","doi":"10.1097/acm.0000000000004569","title":"The Heart of Generalism","year":2021,"lang":"en","type":"article","venue":"Academic Medicine","topic":"Primary Care and Health Outcomes","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Bedroom; Crew; Living room; Medical emergency; History; Psychology; Medicine; Archaeology; Engineering","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003863266,0.000454531,0.0006746755,0.0006967826,0.004688956,0.005699173,0.001054676,0.004087229,0.04074552],"category_scores_gemma":[0.01112594,0.0002374133,0.0003925012,0.0007564526,0.009651579,0.003713743,0.004460664,0.01175171,0.01159453],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00632243,"about_ca_system_score_gemma":0.009261807,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009395235,"about_ca_topic_score_gemma":0.01228848,"domain_scores_codex":[0.9958258,0.001510403,0.00008402423,0.0005503944,0.000807077,0.00122228],"domain_scores_gemma":[0.9899588,0.001525457,0.0004653429,0.0006587704,0.001170154,0.0062214],"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":[0.00002093549,0.00006813298,0.001836421,0.0001565733,0.00001490191,0.0002983312,0.00385297,0.00001802566,0.0001070055,0.02570177,0.9196013,0.04832356],"study_design_scores_gemma":[0.0000150934,0.00002633051,0.002761238,0.0005318382,0.000004739259,0.0005009653,0.002819154,0.00001512732,0.0000165651,0.008978185,0.9843204,0.00001037086],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.004603418,0.04595945,0.0005790594,0.7325973,0.02355795,0.00003986634,0.0001591777,0.0001526681,0.1923512],"genre_scores_gemma":[0.1167942,0.05234389,0.0007284889,0.6365248,0.02841615,0.000123957,0.0002354137,0.0003209675,0.1645121],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.04074552,"threshold_uncertainty_score":0.1363074,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1153055311629398,"score_gpt":0.5010068335884321,"score_spread":0.3857013024254923,"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."}}