{"id":"W2802015919","doi":"10.1177/2292550318767926","title":"Are We Over Treating Hand Fractures? Current Practice of Single Metacarpal Fractures","year":2018,"lang":"en","type":"article","venue":"Plastic Surgery","topic":"Orthopedic Surgery and Rehabilitation","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University; Health Sciences Centre; University of Toronto; Sunnybrook Health Science Centre","funders":"","keywords":"Medicine; Deformity; Demographics; Plastic surgery; Surgery; Metacarpal bones; Splints; Physical therapy; Dentistry; General surgery","routes":{"ca_aff":true,"ca_fund":false,"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":[0.002295339,0.0001829806,0.0003445123,0.001680642,0.002395032,0.001513634,0.001667886,0.0007268573,0.002431972],"category_scores_gemma":[0.01585893,0.0002779904,0.0002699358,0.004253278,0.001829027,0.0007481791,0.0005989498,0.0006573382,0.0002130577],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01245556,"about_ca_system_score_gemma":0.02685273,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.8491515,"about_ca_topic_score_gemma":0.9147657,"domain_scores_codex":[0.995561,0.0005350802,0.0003495046,0.0004433646,0.002300121,0.0008108527],"domain_scores_gemma":[0.98583,0.001908124,0.005945419,0.0002810752,0.003689124,0.002346257],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005800427,0.00003306935,0.942745,0.0003523096,0.00005132776,0.0002722301,0.005192613,0.0001064401,0.0003424581,0.000161267,0.003172544,0.04751274],"study_design_scores_gemma":[0.000005826254,0.0000484838,0.9750895,0.000649957,0.0000390949,0.000991361,0.01745955,0.0001119062,0.0001051939,0.00008163509,0.005390468,0.00002702571],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9614545,0.01362834,0.0004056582,0.01470831,0.0001913463,0.00005754086,0.001116034,0.00002735257,0.008410843],"genre_scores_gemma":[0.9913096,0.006148026,0.0004726033,0.001448829,0.00005758352,0.00001492406,0.0001991849,0.00000549257,0.0003437675],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8491515,"threshold_uncertainty_score":0.3034737,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03788167859666968,"score_gpt":0.3320579956035286,"score_spread":0.2941763170068589,"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."}}