{"id":"W6958533656","doi":"10.6084/m9.figshare.14885529.v1","title":"A Retrospective Cohort Study of Healthcare Utilization Associated with Paravertebral Blocks for Chronic Pain Management in Ontario","year":2021,"lang":"en","type":"dataset","venue":"Figshare","topic":"Body Composition Measurement Techniques","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Retrospective cohort study; Health care; Dosing; Chronic pain; Opioid; Cohort; Cohort study","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003783031,0.0003009951,0.0007793581,0.0002692048,0.00005378338,0.00002113998,0.0001634182,0.0002684491,0.01428114],"category_scores_gemma":[0.000355333,0.0002927179,0.00008398746,0.0003839818,0.000006573835,0.00003958712,0.00008559721,0.0005210515,0.000005326061],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00392152,"about_ca_system_score_gemma":0.0006953326,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.007093879,"about_ca_topic_score_gemma":0.4836741,"domain_scores_codex":[0.997717,0.0002035282,0.0004762082,0.0005714326,0.0007582415,0.0002735801],"domain_scores_gemma":[0.998206,0.00004493249,0.0004146752,0.0005900147,0.0006759426,0.00006847046],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0001027371,0.001035239,0.01983158,0.001143928,0.0005682369,0.0001268327,0.00006240454,0.000002578094,8.349192e-7,4.684735e-7,0.977045,0.00008016389],"study_design_scores_gemma":[0.006029052,0.007298078,0.6907306,0.03909479,0.000820886,0.000007245555,0.0001894596,0.0001143476,0.00006583532,0.00001046966,0.2550611,0.000578244],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0004491598,0.0001124485,0.000005011311,0.00003573722,0.00002651347,0.007438243,0.9918159,0.00006712121,0.00004990154],"genre_scores_gemma":[0.02162012,0.000006809732,0.00005448542,0.0001322944,0.00003698845,0.003350113,0.9746446,0.00003230419,0.0001222993],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.721984,"threshold_uncertainty_score":0.9999525,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07190465118260661,"score_gpt":0.315821277725191,"score_spread":0.2439166265425844,"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."}}