{"id":"W4390714520","doi":"10.19080/oroaj.2022.20.556040","title":"Intraoperative Traction in Scoliosis: A Safe and An Effective Tool to Achieve Better Correction","year":2022,"lang":"en","type":"article","venue":"Orthopedics and Rheumatology Open Access Journal","topic":"Scoliosis diagnosis and treatment","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Izaak Walton Killam Health Centre","funders":"","keywords":"Traction (geology); Scoliosis; Medicine; Computer science; Physical medicine and rehabilitation; Surgery; Engineering; Mechanical engineering","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007785443,0.0001776244,0.0004848414,0.0003932385,0.0006406835,0.0004892355,0.0001760757,0.00007552553,0.0002316304],"category_scores_gemma":[0.00009086874,0.0001429874,0.00003800524,0.0003477214,0.00005378507,0.0009969558,0.0004604533,0.0006379024,0.000002586935],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001681172,"about_ca_system_score_gemma":0.0001227089,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005324763,"about_ca_topic_score_gemma":0.0005061009,"domain_scores_codex":[0.9984493,0.0003498937,0.0003885596,0.0003673187,0.0001981123,0.0002468082],"domain_scores_gemma":[0.9993062,0.00008951867,0.0001620318,0.0001233876,0.0000811539,0.0002376937],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001256288,0.0006255998,0.8686666,0.0000156661,0.0001227911,0.00021242,0.001252668,0.00005994372,0.00004384139,0.0001259792,0.001196237,0.126422],"study_design_scores_gemma":[0.004226725,0.002887423,0.9805411,0.0002753407,0.0001102119,0.007777464,0.001181077,0.0006266802,0.0001034808,0.0001960123,0.001871476,0.0002029931],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.991822,0.0006293406,0.00007657341,0.00513068,0.0006659929,0.001256938,0.000005811222,0.000008789847,0.0004038631],"genre_scores_gemma":[0.9952942,0.00170641,0.0001963452,0.002082755,0.00004879442,0.0006055314,0.000009249693,0.00001881991,0.00003786222],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.126219,"threshold_uncertainty_score":0.5830855,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02701336768158329,"score_gpt":0.3975966303830945,"score_spread":0.3705832627015112,"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."}}