{"id":"W4386332586","doi":"10.36834/cmej.77993","title":"From caring for patients to protecting our planet: advocacy in residency education","year":2023,"lang":"en","type":"article","venue":"Canadian Medical Education Journal","topic":"Global Health and Surgery","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Planet; Astrobiology; Medical education; Medicine; Biology; Astronomy; Physics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[0.05092715,0.0007449094,0.001093045,0.001974666,0.02976603,0.02374865,0.002011968,0.02366403,0.01418039],"category_scores_gemma":[0.06991553,0.0007105701,0.0009630192,0.001915089,0.03483114,0.02120168,0.0287233,0.05099327,0.002049071],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01656402,"about_ca_system_score_gemma":0.0619286,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02211656,"about_ca_topic_score_gemma":0.05800207,"domain_scores_codex":[0.9553305,0.03136006,0.001466748,0.001105495,0.005705254,0.005031928],"domain_scores_gemma":[0.9116903,0.04881871,0.004469492,0.001157504,0.006491602,0.02737236],"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":[0.0000930591,0.0002970783,0.006176778,0.001186892,0.0000721841,0.00138133,0.1256698,0.0001130869,0.0002996517,0.07193404,0.6581471,0.134629],"study_design_scores_gemma":[0.0001190436,0.0001773127,0.006447588,0.01140739,0.00006648118,0.002179044,0.2718057,0.0002712081,0.0002091808,0.06520788,0.6419149,0.000194233],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.001648566,0.007534379,0.0001698386,0.9827818,0.002820335,0.000008834361,0.000005640699,0.000009759182,0.00502082],"genre_scores_gemma":[0.1730362,0.05288724,0.002623827,0.7517869,0.009711093,0.000184668,0.00003932274,0.000108145,0.009622578],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.05092715,"threshold_uncertainty_score":0.2693317,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01830732476575121,"score_gpt":0.3440009364400872,"score_spread":0.325693611674336,"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."}}