{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.06390598,0.001934312,0.002991406,0.005759657,0.005433624,0.004759796,0.00285773,0.004641852,0.229474],"category_scores_gemma":[0.1029368,0.002418494,0.002719927,0.004884867,0.002075259,0.002456452,0.002715134,0.005382778,0.04755417],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01309795,"about_ca_system_score_gemma":0.06094166,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02960358,"about_ca_topic_score_gemma":0.05083765,"domain_scores_codex":[0.9674377,0.01486402,0.00783065,0.002609594,0.005142954,0.002115156],"domain_scores_gemma":[0.9046425,0.01943388,0.006991748,0.01356218,0.05022136,0.005148297],"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":[0.01115931,0.001515365,0.002141536,0.0164085,0.0001980877,0.0005107468,0.002761525,0.001397356,0.001496245,0.01278586,0.8561007,0.09352481],"study_design_scores_gemma":[0.01669779,0.001177048,0.01369268,0.01540388,0.0001725425,0.0003215641,0.001221732,0.001403739,0.001407426,0.008425573,0.9397212,0.0003548893],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.0009464091,0.0002952312,0.005443111,0.001648113,0.0009571533,0.9456888,0.03464696,0.0003528661,0.01002139],"genre_scores_gemma":[0.001478038,0.0002102586,0.005600221,0.0009389632,0.0001800148,0.9810814,0.007101817,0.00005109557,0.003358225],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.9703964,"threshold_uncertainty_score":0.7676671,"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."}}