{"id":"W1895103246","doi":"","title":"Minimally Invasive Surgery for Scoliosis, is it the new laparoscopic cholecystectomy?","year":2010,"lang":"en","type":"article","venue":"UBC Faculty of Medicine medical journal","topic":"Scoliosis diagnosis and treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Scoliosis; Spinal deformity; Deformity; Surgery; Idiopathic scoliosis; Spinal fusion; Spinal surgery; Laparoscopic cholecystectomy; Vertebral column; General surgery","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.0009770837,0.0003799398,0.0004645874,0.000589559,0.0004557286,0.0008358976,0.0004004313,0.001510683,0.005995724],"category_scores_gemma":[0.002647761,0.0001537931,0.0006865534,0.0004027533,0.001264765,0.002597952,0.000377174,0.002209384,0.001440275],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005322775,"about_ca_system_score_gemma":0.0009205921,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001343913,"about_ca_topic_score_gemma":0.006741844,"domain_scores_codex":[0.9995201,0.00009268923,0.0000592384,0.00006704075,0.0001945012,0.00006648131],"domain_scores_gemma":[0.9982405,0.0005188032,0.0003456734,0.0001102982,0.0003520425,0.0004327338],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0006019978,0.0001763902,0.02056819,0.001231972,0.0001548446,0.005389375,0.0002355397,0.0002717713,0.002714958,0.007857132,0.1441156,0.8166822],"study_design_scores_gemma":[0.0002217714,0.0008956177,0.03948023,0.002203319,0.0001978327,0.1062919,0.001559141,0.0004180744,0.001219774,0.01120714,0.8361617,0.0001433339],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"commentary","genre_scores_codex":[0.04078535,0.5109301,0.006119104,0.3472423,0.03785172,0.00004865454,0.0001618899,0.0002458974,0.05661496],"genre_scores_gemma":[0.1727221,0.5747902,0.01044939,0.1043193,0.09657167,0.00006531531,0.0002512925,0.0001047536,0.04072599],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.005995724,"threshold_uncertainty_score":0.02005768,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05461094934982433,"score_gpt":0.3579386889569008,"score_spread":0.3033277396070765,"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."}}