{"id":"W4399921631","doi":"10.26443/ijwpc.v11i2.439","title":"Physician, heal thyself","year":2024,"lang":"en","type":"article","venue":"International Journal of Whole Person Care","topic":"Ethics in medical practice","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Psychology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.001637491,0.0004723384,0.0004276492,0.0005730308,0.004238195,0.004084728,0.0006701244,0.003831355,0.1012508],"category_scores_gemma":[0.01723585,0.0002913012,0.0003280131,0.0002876357,0.002216298,0.004275861,0.003194452,0.007101299,0.05001824],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001327981,"about_ca_system_score_gemma":0.005120684,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002478886,"about_ca_topic_score_gemma":0.006538165,"domain_scores_codex":[0.9980564,0.0005893737,0.00008349249,0.0002328517,0.0006910404,0.0003468095],"domain_scores_gemma":[0.992294,0.0007738866,0.0004110908,0.0003222018,0.001829934,0.00436899],"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":[0.00001137533,0.00004628314,0.0004857998,0.0001126071,0.000004859759,0.0004582689,0.001216433,0.000009460115,0.0001801705,0.003624673,0.946272,0.0475779],"study_design_scores_gemma":[0.00001194972,0.00003595595,0.0005779848,0.0004286294,0.000004845099,0.003503568,0.00213462,0.00001702824,0.00004665723,0.001947104,0.99128,0.00001164289],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.003514351,0.02223072,0.003006745,0.5825564,0.0834876,0.0001505485,0.0001701079,0.0006169935,0.3042666],"genre_scores_gemma":[0.04106142,0.02353222,0.004303945,0.4474752,0.01878288,0.0001468952,0.0001445667,0.000320573,0.4642323],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1012508,"threshold_uncertainty_score":0.3387177,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07890915976169521,"score_gpt":0.5134652968176312,"score_spread":0.434556137055936,"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."}}