{"id":"W6921201791","doi":"10.6084/m9.figshare.c.5537447","title":"Advance care planning conversations in primary care: a quality improvement project using the Serious Illness Care Program","year":2021,"lang":"en","type":"other","venue":"Figshare","topic":"Geothermal Energy Systems and Applications","field":"Energy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Advance care planning; Thematic analysis; Health care; Quality management; Primary care; Program evaluation; Perception; Qualitative research","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00002743062,0.0004050556,0.0004430897,0.0001203968,0.0002119168,0.0001078803,0.0004046253,0.000339979,0.0092901],"category_scores_gemma":[0.00004490291,0.000343082,0.000158259,0.0004371273,0.00001933922,0.00004605527,0.000194322,0.0003308885,0.00003801076],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005913775,"about_ca_system_score_gemma":0.0005787777,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02064196,"about_ca_topic_score_gemma":0.01342799,"domain_scores_codex":[0.9981298,0.0001297327,0.0004001461,0.0006213987,0.0003184957,0.0004004041],"domain_scores_gemma":[0.9984554,0.00004306369,0.0003991256,0.0008264606,0.0002208344,0.00005513007],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008276788,0.0006176859,0.000833335,0.07948103,0.001066467,0.0003729636,0.1645317,0.1283878,0.000933548,0.002164865,0.1868332,0.4346946],"study_design_scores_gemma":[0.0003848727,0.0000237461,0.000262104,0.00554972,0.00002146523,0.000003644505,0.0288327,0.00007377015,0.00009198365,0.000001563953,0.9642653,0.0004891512],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"dataset","genre_scores_codex":[0.001339661,0.05881369,0.00001104619,0.00005177467,0.0005613872,0.008358547,0.233911,0.001077041,0.6958758],"genre_scores_gemma":[0.1046233,0.0000411016,0.001350909,0.0004600072,0.001389714,0.02438852,0.8153154,0.001323631,0.05110741],"genre_candidate":"dataset","genre_consensus":null,"teacher_disagreement_score":0.7774321,"threshold_uncertainty_score":0.9999021,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03886523521518895,"score_gpt":0.3237664002892264,"score_spread":0.2849011650740375,"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."}}