{"id":"W3121706983","doi":"10.1136/bmjresp-2020-000834","title":"Protocol for the Stather Canadian Outcomes Registry for Chest ProcedurEs (SCOPE)","year":2021,"lang":"en","type":"article","venue":"BMJ Open Respiratory Research","topic":"Pleural and Pulmonary Diseases","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval; Western University; University of Saskatchewan; University of Alberta; University of Calgary","funders":"University of Calgary","keywords":"Medicine; Scope (computer science); Protocol (science); Patient registry; Research ethics; Relevance (law); Family medicine; Medical education; Medical emergency; Alternative medicine; Pathology; Computer science; Pediatrics","routes":{"ca_aff":true,"ca_fund":true,"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":[0.002072765,0.0001693486,0.0003228311,0.0001017249,0.0007486062,0.0003077032,0.0007038684,0.0001033338,0.0006237242],"category_scores_gemma":[0.004015257,0.0001005323,0.0001510321,0.0003433007,0.0001897931,0.0001451201,0.0002400543,0.0002774505,0.00005513278],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001637254,"about_ca_system_score_gemma":0.01153891,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0055193,"about_ca_topic_score_gemma":0.05760201,"domain_scores_codex":[0.9977131,0.000199075,0.000323943,0.0004665733,0.0005631421,0.0007341787],"domain_scores_gemma":[0.9966885,0.0008476247,0.00006519555,0.0008424126,0.001006892,0.0005493407],"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":[0.004187783,0.0004119063,0.09415297,0.002961859,0.0001995906,0.0004147811,0.0001226252,0.000004911419,0.001720446,0.00112124,0.8797492,0.01495266],"study_design_scores_gemma":[0.002473645,0.0004214306,0.08042727,0.0002412749,0.00002244784,0.00001976875,0.0005340793,0.00003748214,0.001831137,0.000306052,0.9135361,0.0001493448],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.007500195,0.0003631185,0.00002347777,0.04402838,0.00008633066,0.921259,0.0006983121,0.00004277374,0.02599835],"genre_scores_gemma":[0.005356198,0.000002699694,0.0004120774,0.005435563,0.0004104641,0.921456,0.00004867823,0.00005831855,0.06681994],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.05208271,"threshold_uncertainty_score":0.9940647,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4480733566087819,"score_gpt":0.5623226989277662,"score_spread":0.1142493423189843,"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."}}