{"id":"W4224986306","doi":"10.1186/s12913-022-07871-0","title":"Priorities among effective clinical preventive services in British Columbia, Canada","year":2022,"lang":"en","type":"article","venue":"BMC Health Services Research","topic":"Health Promotion and Cardiovascular Prevention","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Provincial Health Services Authority; University of Victoria; Ministry of Health; CARE Canada; Queen's University; BC Centre for Disease Control; University of British Columbia","funders":"","keywords":"Medicine; Family medicine; Preventive healthcare; Cost effectiveness; Population; Public health; Breastfeeding; Environmental health; Pediatrics; Nursing","routes":{"ca_aff":true,"ca_fund":false,"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":[],"consensus_categories":[],"category_scores_codex":[0.02273985,0.0001180854,0.0006963153,0.0001789912,0.0009759029,0.0001218019,0.0003253147,0.0001163651,0.0006959665],"category_scores_gemma":[0.0000552383,0.0001903359,0.0002038304,0.001113831,0.00009344747,0.00015699,0.0004618664,0.001719593,0.0000151509],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001918359,"about_ca_system_score_gemma":0.006384994,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9772332,"about_ca_topic_score_gemma":0.9979073,"domain_scores_codex":[0.9818383,0.01342136,0.0009720912,0.0006924121,0.002048215,0.001027554],"domain_scores_gemma":[0.997799,0.0004919597,0.0001767157,0.0004984609,0.0003922255,0.0006416024],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004653302,0.0003322989,0.9346365,0.007795797,0.0000582323,0.0001446299,0.00102867,0.00001103489,8.03956e-7,0.000002713326,0.0002408908,0.05570194],"study_design_scores_gemma":[0.002368108,0.000753986,0.9675608,0.001057804,0.00001102123,0.00006501311,0.01294753,0.0005996707,0.000001197149,0.00006648949,0.01444614,0.0001222625],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9911916,0.002766618,0.00002451587,0.0002512549,0.0004455133,0.004604426,0.00006823007,0.00005121423,0.000596579],"genre_scores_gemma":[0.9935064,0.0005109661,0.0001164126,0.001509169,0.0002494492,0.001307763,0.0001581958,0.00003869288,0.00260297],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05557968,"threshold_uncertainty_score":0.9992479,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03183046870740157,"score_gpt":0.4149589710585526,"score_spread":0.383128502351151,"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."}}