{"id":"W7098147402","doi":"","title":"Commentary & Perspective Should I Ever Fix a Clavicular Fracture? Commentary on an article by Robbin C. McKee, et al.: ‘‘Operative Versus Nonoperative Care of Displaced Midshaft Clavicular Fractures: A Meta-Analysis of Randomized Clinical Trials’’","year":2016,"lang":"en","type":"article","venue":"","topic":"Shoulder and Clavicle Injuries","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Dash; Nonunion; Clavicle; Randomized controlled trial; Prospective cohort study; Fixation (population genetics); Internal fixation","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":[0.006443818,0.0008400016,0.007584009,0.0004327092,0.0001752007,0.00005284406,0.000375633,0.0004351471,0.006822701],"category_scores_gemma":[0.002447576,0.0004442633,0.005354911,0.000690056,0.0009565006,0.00046425,0.0001088724,0.0008174893,0.00002434433],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003437909,"about_ca_system_score_gemma":0.0001614593,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004503149,"about_ca_topic_score_gemma":0.003337225,"domain_scores_codex":[0.9852229,0.008911951,0.002875895,0.001179262,0.001284743,0.0005252646],"domain_scores_gemma":[0.9848316,0.01106081,0.000981877,0.001497912,0.001130917,0.0004969379],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.222235,0.003909482,0.003193654,0.00003255341,0.3105059,0.00001888165,0.01634365,0.0003957377,0.01090823,0.000259706,0.4320321,0.0001650852],"study_design_scores_gemma":[0.3476712,0.003482217,0.001812356,0.0001366151,0.4665071,0.000004309488,0.0189728,0.000616324,0.09290408,0.0001935192,0.06636315,0.001336292],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6120841,0.003739725,0.007536161,0.3702804,0.0001551421,0.004528775,0.001107633,0.0001160979,0.0004520161],"genre_scores_gemma":[0.7786292,0.0001875169,0.001647242,0.2178584,0.00007186645,0.0002903352,0.001015728,0.00006516289,0.0002345047],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.365669,"threshold_uncertainty_score":0.9998009,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.108826399168729,"score_gpt":0.5173460853978514,"score_spread":0.4085196862291224,"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."}}