{"id":"W2268407090","doi":"10.1177/000313481408000622","title":"Prospective Clinical Trial of Surgical Intervention for Painful Rib Fracture Nonunion","year":2014,"lang":"en","type":"article","venue":"The American Surgeon","topic":"Trauma Management and Diagnosis","field":"Medicine","cited_by":52,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Nonunion; Medicine; Intervention (counseling); Surgery; Clinical trial; Physical therapy; Internal medicine; Nursing","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004462428,0.00149463,0.002223703,0.000480819,0.0007507456,0.001082292,0.0009244498,0.002153231,0.005245697],"category_scores_gemma":[0.004447924,0.0007095287,0.001537603,0.0004828711,0.001856105,0.0007313284,0.0006396521,0.002926744,0.0009619893],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00039907,"about_ca_system_score_gemma":0.001687462,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005782871,"about_ca_topic_score_gemma":0.001188329,"domain_scores_codex":[0.9965568,0.002454499,0.0002097009,0.0003012031,0.0001824867,0.0002953767],"domain_scores_gemma":[0.9962959,0.00143187,0.0007141929,0.0003242941,0.0002396855,0.000994163],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.9674558,0.01544819,0.002310184,0.0003885543,0.0004588586,0.00007002289,0.00004675,0.0001600031,0.001177544,0.000105907,0.0002259561,0.01215225],"study_design_scores_gemma":[0.6690432,0.3259895,0.00370035,0.0000357297,0.00020903,0.00004474854,0.0000355028,0.0002205699,0.0002276592,0.0000686923,0.000412422,0.00001254808],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9885337,0.004869079,0.0004617308,0.0005846401,0.0005116732,0.003452304,0.0002520792,0.00004276011,0.001292028],"genre_scores_gemma":[0.9881193,0.002227446,0.001319894,0.0008337156,0.0007759235,0.005167569,0.0005240309,0.000008037287,0.001024039],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005245697,"threshold_uncertainty_score":0.0235998,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0334836149951952,"score_gpt":0.3708101124552188,"score_spread":0.3373264974600236,"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."}}