{"id":"W1833389029","doi":"10.1186/1472-684x-4-2","title":"The uses of provincial administrative health databases for research on palliative care: Insights from British Columbia, Canada","year":2005,"lang":"en","type":"article","venue":"BMC Palliative Care","topic":"Palliative Care and End-of-Life Issues","field":"Medicine","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"Okanagan University College; University of Victoria","funders":"Canadian Institutes of Health Research; Michael Smith Health Research BC; Canadian Health Services Research Foundation","keywords":"Palliative care; Pain medicine; Medicine; Database; Nursing; Anesthesiology; Psychiatry; Computer science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007121877,0.0004587738,0.0008003062,0.008886176,0.004281732,0.003556013,0.002624654,0.0005682356,0.002070911],"category_scores_gemma":[0.04039009,0.0005464288,0.0007944881,0.03547116,0.0008363513,0.0008544632,0.002348722,0.0008043572,0.0002932104],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.06929652,"about_ca_system_score_gemma":0.1458322,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9989673,"about_ca_topic_score_gemma":0.9991498,"domain_scores_codex":[0.9893344,0.001961861,0.001041043,0.00061874,0.005078044,0.001965961],"domain_scores_gemma":[0.9489334,0.009878219,0.004436394,0.002155656,0.03118525,0.003411065],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001396286,0.00006403062,0.9316651,0.0006213495,0.0002541853,0.0003118046,0.003457532,0.001369497,0.0001492851,0.001809049,0.02290959,0.03724902],"study_design_scores_gemma":[0.00002335587,0.00001525603,0.9801547,0.0005569402,0.0001259285,0.0001011261,0.005313636,0.002613247,0.00008868844,0.0002479818,0.01071517,0.00004389567],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8045927,0.01746164,0.001728346,0.01497324,0.0001187522,0.000777858,0.1267904,0.0001525364,0.03340461],"genre_scores_gemma":[0.9619182,0.007253779,0.003221155,0.0009109078,0.00002399071,0.000228889,0.02411198,0.00004137032,0.002289688],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9307035,"threshold_uncertainty_score":0.5027838,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3484144779314738,"score_gpt":0.4928962298714687,"score_spread":0.144481751939995,"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."}}