{"id":"W4297239494","doi":"10.1097/bth.0000000000000411","title":"Assessment of Intraoperative Rotational Alignment of Closed Locked Intramedullary Nailing for Humerus Fractures","year":2022,"lang":"en","type":"article","venue":"Techniques in Hand and Upper Extremity Surgery","topic":"Shoulder Injury and Treatment","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Smiths Detection (Canada)","funders":"","keywords":"Medicine; Intramedullary rod; Humerus; Sagittal plane; Range of motion; Coronal plane; Surgery; Orthodontics; Anatomy","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004123853,0.0002588772,0.0001823631,0.001275197,0.0001255648,0.0002490351,0.0001902921,0.0003024726,0.0006929926],"category_scores_gemma":[0.002113007,0.000185366,0.0001310008,0.0003651668,0.0002002665,0.0003781897,0.0002299404,0.000236882,0.0001592093],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001295917,"about_ca_system_score_gemma":0.0002104741,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007148829,"about_ca_topic_score_gemma":0.001434093,"domain_scores_codex":[0.9996612,0.0001045142,0.0000544892,0.00003202509,0.0001164904,0.00003129251],"domain_scores_gemma":[0.9990565,0.0002822805,0.0002472122,0.00004689222,0.0002550715,0.0001119663],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005241903,0.0003339628,0.4847588,0.0003869561,0.00007596846,0.003999471,0.0008603589,0.0008519102,0.3463622,0.0001863184,0.0003818494,0.1565603],"study_design_scores_gemma":[0.00005218887,0.002997365,0.8966277,0.00006378776,0.0001598213,0.01421808,0.0007271215,0.004273035,0.07902756,0.0001283924,0.001652858,0.00007202832],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9885025,0.0008364769,0.008445551,0.00002193966,0.00002538558,0.00005468199,0.00009506197,0.0000721216,0.001946371],"genre_scores_gemma":[0.9925788,0.0003815087,0.006556091,0.00001185177,0.00001186721,0.00002295823,0.00007978849,0.00001169584,0.000345503],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001275197,"threshold_uncertainty_score":0.002318323,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0259340380689763,"score_gpt":0.3486755915989455,"score_spread":0.3227415535299691,"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."}}