{"id":"W2995022077","doi":"10.1177/0269216319876915","title":"Readiness for delivering early palliative care: A survey of primary care and specialised physicians","year":2019,"lang":"en","type":"article","venue":"Palliative Medicine","topic":"Palliative Care and End-of-Life Issues","field":"Medicine","cited_by":36,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Princess Margaret Cancer Centre; University Health Network","funders":"Canadian Cancer Society Research Institute; Canadian Institutes of Health Research","keywords":"Palliative care; Medicine; Referral; Specialty; Family medicine; Psychosocial; Nursing; Primary care; Psychiatry","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002831883,0.000340692,0.001434645,0.0001914667,0.00004966971,0.000004782435,0.0001497281,0.0001249061,0.00004473112],"category_scores_gemma":[0.000690795,0.0002745157,0.0001303361,0.0004516198,0.0003822154,0.00008723554,0.00006351972,0.0001864074,0.000005347191],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002340858,"about_ca_system_score_gemma":0.0001572253,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002656938,"about_ca_topic_score_gemma":0.000380221,"domain_scores_codex":[0.9979628,0.0001145364,0.0006004791,0.0004825279,0.0005040537,0.0003355602],"domain_scores_gemma":[0.9960119,0.001144949,0.0004603318,0.0003539915,0.001895835,0.0001329532],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001368159,0.0000644012,0.9172829,0.003915905,0.0003473795,0.000007042034,0.05630383,0.000005911071,0.01073074,0.0002335053,0.0001952067,0.009544962],"study_design_scores_gemma":[0.007035819,0.002568591,0.9606329,0.00633361,0.0003307071,3.632059e-7,0.009915153,0.00005452304,0.01084717,0.0000537003,0.00196034,0.0002671601],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9730624,0.01666318,0.001268985,0.0001554293,0.0003366088,0.001525394,0.0004245023,0.00003385856,0.006529627],"genre_scores_gemma":[0.9935331,0.002366167,0.00249921,0.0002312688,0.0003374819,0.00005127513,0.0007274653,0.00005201037,0.0002019837],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04638867,"threshold_uncertainty_score":0.9999707,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1186584815942896,"score_gpt":0.3885187194095073,"score_spread":0.2698602378152177,"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."}}