{"id":"W2019320171","doi":"10.12927/hcpol.2009.21190","title":"For Discussion: A Roadmap for Population-Based Information Systems to Enhance Primary Healthcare in Canada","year":2009,"lang":"en","type":"article","venue":"Healthcare policy","topic":"Primary Care and Health Outcomes","field":"Health Professions","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Health care; Primary care; Primary health care; Population; Healthcare system; Data science; Business; Computer science; Political science; Medicine; Environmental health; Family medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.03385088,0.001266777,0.001020542,0.00486964,0.01490796,0.02546038,0.004554168,0.01316712,0.0259082],"category_scores_gemma":[0.03800355,0.0006671536,0.002579071,0.005278632,0.007827638,0.01001904,0.006401246,0.008112778,0.002762163],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.07821741,"about_ca_system_score_gemma":0.4451472,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8483844,"about_ca_topic_score_gemma":0.829951,"domain_scores_codex":[0.9700416,0.007797536,0.00161206,0.000955949,0.01333885,0.00625406],"domain_scores_gemma":[0.9364742,0.01119805,0.001068241,0.001526636,0.035648,0.01408489],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001019468,0.0003250866,0.008459114,0.002262133,0.00006832516,0.000904176,0.003173218,0.007564251,0.0006409577,0.1754875,0.5929393,0.2080741],"study_design_scores_gemma":[0.0001037467,0.00017818,0.009511986,0.002360936,0.00006367487,0.0002727731,0.009637313,0.005434704,0.0005540593,0.0513877,0.9203131,0.0001818517],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.004646064,0.01020999,0.01547872,0.8974449,0.003343412,0.001618566,0.0008906756,0.0007314857,0.06563623],"genre_scores_gemma":[0.2915248,0.05647812,0.3190939,0.2245984,0.006835922,0.003832107,0.004467388,0.0004993642,0.09267005],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.9217826,"threshold_uncertainty_score":0.5675097,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03605955995175984,"score_gpt":0.431673669211422,"score_spread":0.3956141092596621,"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."}}