{"id":"W2896359195","doi":"10.22454/primer.2018.457651","title":"Palliative Care Education in the Family Medicine Clerkship:","year":2018,"lang":"en","type":"article","venue":"PRiMER","topic":"Palliative Care and End-of-Life Issues","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"U.S. Air Force","keywords":"Palliative care; Medicine; Family medicine; Nursing; Medical education","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001504073,0.00008676753,0.0001823037,0.00007804093,0.00002784363,0.000002504738,0.0001007799,0.00004936539,0.0001043021],"category_scores_gemma":[0.0002510718,0.00005127919,0.0000332606,0.0002282412,0.0001871783,0.00003250355,0.00001472037,0.0001140679,0.00006063944],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004837533,"about_ca_system_score_gemma":0.0001966265,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006481529,"about_ca_topic_score_gemma":0.00006569355,"domain_scores_codex":[0.9992893,0.00005697338,0.0001797894,0.0001356813,0.000217667,0.000120576],"domain_scores_gemma":[0.9992775,0.0001219892,0.00006251725,0.0002275708,0.0002733359,0.00003704303],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00015386,0.0001741565,0.790667,0.0001373686,0.00005906328,0.00000487173,0.1051979,1.750256e-7,0.005623783,0.001867472,0.03086657,0.06524776],"study_design_scores_gemma":[0.0008364453,0.0004117917,0.6574124,0.0008885627,0.0000802432,0.000001084314,0.03699886,0.000006658974,0.005952813,0.0003864176,0.29694,0.00008472472],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.861088,0.0178589,0.0000953301,0.002507496,0.000332609,0.0003311826,0.000002523076,0.00001720634,0.1177667],"genre_scores_gemma":[0.9946868,0.0004714,0.0009631973,0.002732559,0.0006646695,0.00001805667,0.00002941,0.000008904409,0.0004249566],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2660735,"threshold_uncertainty_score":0.2091105,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1840006797366955,"score_gpt":0.4799519279568448,"score_spread":0.2959512482201493,"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."}}