{"id":"W4385235166","doi":"10.1111/medu.15168","title":"No doctor is an island","year":2023,"lang":"en","type":"letter","venue":"Medical Education","topic":"Interprofessional Education and Collaboration","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"ZonMw","keywords":"Continuing medical education; Medical education; Continuing education; Power (physics); Professional development; Psychology; Medicine","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":[0.002173286,0.0004199468,0.0007084045,0.0003283932,0.007706549,0.003201053,0.001427168,0.02196866,0.03472308],"category_scores_gemma":[0.01299455,0.0004103145,0.0007511041,0.0002661351,0.002806963,0.004788713,0.002216803,0.02726622,0.01339298],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003231337,"about_ca_system_score_gemma":0.00790295,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01939754,"about_ca_topic_score_gemma":0.03916271,"domain_scores_codex":[0.9977708,0.0005231061,0.0001690825,0.0003811175,0.0007643598,0.0003916046],"domain_scores_gemma":[0.9960411,0.001356143,0.0001576817,0.0001651069,0.0009233883,0.001356546],"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":[0.00001401493,0.00001430454,0.0002563864,0.00003204987,0.000004704204,0.0007148932,0.0002491258,0.00001241533,0.0000735994,0.004964044,0.9866232,0.007041273],"study_design_scores_gemma":[0.000008724253,0.0000108456,0.0002083425,0.0001000263,0.000003149841,0.0004829309,0.0005804295,0.00002614817,0.000030032,0.001806299,0.9967333,0.000009744162],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0002932647,0.001627013,0.00007035259,0.9527144,0.03081021,0.000009242538,0.00002956436,0.00002009771,0.01442595],"genre_scores_gemma":[0.002828589,0.0009143684,0.00009463487,0.9580613,0.005946176,0.00001408754,0.00001435167,0.0000171442,0.03210933],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.03472308,"threshold_uncertainty_score":0.1161603,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03820007166986469,"score_gpt":0.4848218980008014,"score_spread":0.4466218263309367,"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."}}