{"id":"W1971323229","doi":"10.1089/jpm.2000.3.4.441","title":"Physician Board Certification in Hospice and Palliative Medicine","year":2000,"lang":"en","type":"article","venue":"Journal of Palliative Medicine","topic":"Palliative Care and End-of-Life Issues","field":"Medicine","cited_by":33,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Division of Graduate Education","keywords":"Accreditation; Medicine; Certification; Specialty; Family medicine; Palliative care; Board certification; Nursing; Professional association; Continuing medical education; Medical education; Continuing education; Management","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004239763,0.0001828753,0.0002635093,0.001453077,0.001396551,0.0008281822,0.0005445116,0.0009021062,0.0266851],"category_scores_gemma":[0.01606634,0.0001465205,0.0001816475,0.001081689,0.0004154264,0.0004979192,0.001133735,0.001054509,0.005522216],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001425995,"about_ca_system_score_gemma":0.01100644,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01631352,"about_ca_topic_score_gemma":0.03043852,"domain_scores_codex":[0.9968675,0.0007097634,0.0001615973,0.000155054,0.001311109,0.0007950209],"domain_scores_gemma":[0.9782322,0.001348232,0.002167389,0.0006058773,0.01073181,0.006914519],"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":[0.00008517025,0.0003128472,0.08993812,0.0002513429,0.0000153163,0.0004970733,0.0008439326,0.000318469,0.001824419,0.005701477,0.6153669,0.2848449],"study_design_scores_gemma":[0.00009823796,0.0002763799,0.256941,0.0006339107,0.00001326508,0.001885259,0.0008120784,0.0009770078,0.0007596778,0.001437405,0.736144,0.00002181735],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.2095573,0.01250779,0.009589709,0.08920397,0.01488786,0.003205963,0.004254472,0.0009631135,0.6558298],"genre_scores_gemma":[0.6668516,0.01475035,0.01165441,0.01899941,0.003790086,0.00122183,0.007547221,0.0001802322,0.275005],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.0266851,"threshold_uncertainty_score":0.08927053,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.11750526821595,"score_gpt":0.4218147841201814,"score_spread":0.3043095159042313,"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."}}