{"id":"W3035215700","doi":"10.1136/bmjspcare-2020-002201","title":"Outpatient palliative medicine consultations: urgent or routine?","year":2020,"lang":"en","type":"article","venue":"BMJ Supportive & Palliative Care","topic":"Palliative Care and End-of-Life Issues","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre","funders":"","keywords":"Medicine; Referral; Palliative care; Logistic regression; Emergency medicine; Constipation; Internal medicine; Pediatrics; Family medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008515461,0.0001623822,0.0003594788,0.0006639295,0.0007529749,0.0007851315,0.0003997994,0.000654428,0.00333439],"category_scores_gemma":[0.006661314,0.0001369687,0.0002243165,0.0009279652,0.0006298801,0.0006056469,0.000868688,0.0008338689,0.0002725135],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009516621,"about_ca_system_score_gemma":0.0009926982,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002127041,"about_ca_topic_score_gemma":0.005309195,"domain_scores_codex":[0.9989011,0.0002306943,0.0001547946,0.0001886704,0.0002266252,0.0002981075],"domain_scores_gemma":[0.9905811,0.001966357,0.00486915,0.0001208658,0.0004977067,0.00196476],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006099585,0.0001141418,0.9762418,0.000384594,0.00003445616,0.003640037,0.0009898078,0.0000958017,0.0006872921,0.0002419632,0.002534164,0.01442606],"study_design_scores_gemma":[0.0000898993,0.0005622327,0.9554185,0.0006554147,0.0000644576,0.03254825,0.00481416,0.0004255922,0.0003213571,0.0005497953,0.004523343,0.00002698909],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9916279,0.003266634,0.0003079483,0.001334822,0.00009451355,0.00004367019,0.0003191418,0.00002042351,0.0029848],"genre_scores_gemma":[0.9985536,0.0005867078,0.0002081513,0.0002611378,0.0001109074,0.00001419571,0.0001500804,0.000004828594,0.0001104069],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00333439,"threshold_uncertainty_score":0.01115471,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2304360060896052,"score_gpt":0.4670507178345515,"score_spread":0.2366147117449463,"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."}}