{"id":"W4394803861","doi":"10.1089/pmr.2024.0004","title":"Basic Training in Palliative Medicine for Internal Medicine Residents: Pilot Testing of a Canadian Model in Switzerland","year":2024,"lang":"en","type":"article","venue":"Palliative Medicine Reports","topic":"Palliative Care and End-of-Life Issues","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Health Network","funders":"University of Toronto","keywords":"Palliative care; Curriculum; Medicine; Medical education; Training (meteorology); Family medicine; Nursing; Psychology; Pedagogy; Geography","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.003042509,0.0005582675,0.002136518,0.003559041,0.00005172299,0.000006507805,0.0002016649,0.0001769996,0.0001657759],"category_scores_gemma":[0.01679482,0.0004026201,0.0001230115,0.002841667,0.0007813907,0.0001671507,0.00004848687,0.0006748541,0.000001522375],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007206991,"about_ca_system_score_gemma":0.001454161,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2065386,"about_ca_topic_score_gemma":0.1113308,"domain_scores_codex":[0.994498,0.0001336255,0.002676169,0.000911885,0.001003947,0.0007763316],"domain_scores_gemma":[0.9947887,0.00262389,0.0007785945,0.0004610372,0.0008363893,0.00051138],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008223134,0.0001496822,0.8446543,0.003771879,0.0005310878,0.00503313,0.1165638,0.0005235292,0.01106166,0.00204042,0.0061775,0.008670679],"study_design_scores_gemma":[0.02057392,0.01398774,0.4687552,0.3138287,0.001550691,0.0003913724,0.04614305,0.07650577,0.004065311,0.04025596,0.01246869,0.001473585],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8258358,0.05099197,0.01085794,0.02820969,0.002264593,0.004570972,0.0001145845,0.0001938839,0.07696055],"genre_scores_gemma":[0.9925295,0.001885595,0.003102166,0.0005186202,0.0008114622,0.000171191,0.0001308916,0.00008419251,0.0007664188],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.375899,"threshold_uncertainty_score":0.9998426,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.309169763727592,"score_gpt":0.4463097488415509,"score_spread":0.137139985113959,"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."}}