{"id":"W3011835939","doi":"10.9778/cmajo.20190188","title":"The ecology of medical care for adults in Alberta, 2002/03 to 2016/17: a retrospective cohort study","year":2020,"lang":"en","type":"article","venue":"CMAJ Open","topic":"Health Policy Implementation Science","field":"Health Professions","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Health; University of Alberta; Alberta Health Services","funders":"","keywords":"Retrospective cohort study; Cohort; Ecology; Geography; Medicine; Demography; Biology; Sociology; Internal 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":[0.001450663,0.0004370546,0.0003864456,0.001729906,0.002104654,0.001586877,0.00160458,0.0005701763,0.001418378],"category_scores_gemma":[0.002541256,0.0006106744,0.0005412236,0.004818665,0.0009539851,0.0005080943,0.001119561,0.0009761527,0.0002591187],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01573173,"about_ca_system_score_gemma":0.01755571,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.948388,"about_ca_topic_score_gemma":0.9663451,"domain_scores_codex":[0.9982324,0.0001456017,0.0001513276,0.0003257818,0.0006334959,0.0005113013],"domain_scores_gemma":[0.997916,0.0001091927,0.0007988448,0.0001854811,0.0005114928,0.0004788954],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004102419,0.00003130307,0.9978387,0.00001465709,0.00003606251,0.00004484821,0.0003955092,0.00003366727,0.00004994198,0.00004064865,0.0004956389,0.0009779965],"study_design_scores_gemma":[0.000007295347,0.00002790284,0.9982773,0.0000289562,0.00002176996,0.00006170022,0.0009635909,0.0001117197,0.000025655,0.00001540539,0.0004528655,0.000005864224],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9927186,0.000517735,0.0001708482,0.0002358317,0.00001746168,0.000119076,0.004906063,0.0000160302,0.001298339],"genre_scores_gemma":[0.9951875,0.0003723955,0.0003048045,0.0002022676,0.00001605558,0.00005510999,0.003269794,0.000005758293,0.0005863419],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05161196,"threshold_uncertainty_score":0.1141422,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2811858181348973,"score_gpt":0.6313503331752506,"score_spread":0.3501645150403533,"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."}}