{"id":"W4412241346","doi":"","title":"External Validation of in 74,828 Patients from Manitoba, Canada: A Registry-Based Cohort Study","year":2020,"lang":"en","type":"article","venue":"University of Southern Denmark Research Portal (University of Southern Denmark)","topic":"Health Systems, Economic Evaluations, Quality of Life","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Cohort; Medicine; Geography; Demography; Internal medicine; Sociology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006616436,0.001500621,0.001678171,0.003315461,0.005225514,0.00390463,0.004472913,0.001611878,0.002872161],"category_scores_gemma":[0.02067165,0.001275528,0.001703793,0.009508037,0.001741555,0.0009776987,0.002601925,0.00172864,0.001750123],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02181339,"about_ca_system_score_gemma":0.05572871,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.9625558,"about_ca_topic_score_gemma":0.9765065,"domain_scores_codex":[0.9926328,0.001232413,0.0007001879,0.001875767,0.002087007,0.001471865],"domain_scores_gemma":[0.97247,0.001950685,0.003245663,0.003941116,0.01658596,0.001806639],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002430148,0.00009689693,0.9915593,0.00004845579,0.0002690845,0.0001404591,0.0009428659,0.0001034017,0.0002755079,0.0001260329,0.004152371,0.002042591],"study_design_scores_gemma":[0.0001285443,0.00006004135,0.9932207,0.00008649534,0.0003003179,0.0001498782,0.00148925,0.0003156888,0.0001786016,0.00005680856,0.003984732,0.00002887439],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9646033,0.0007834464,0.0009772177,0.0004730404,0.00009849761,0.001089439,0.02780083,0.00006288854,0.004111374],"genre_scores_gemma":[0.9558443,0.000876139,0.002007927,0.001017104,0.00006060859,0.001239488,0.03481405,0.0001286814,0.00401173],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9625558,"threshold_uncertainty_score":0.1582679,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1710193567413306,"score_gpt":0.3149619422703782,"score_spread":0.1439425855290476,"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."}}