{"id":"W4318483311","doi":"10.33425/2689-1069.1047","title":"Case Study: Reimplementation of the Proximal Third of the Arm","year":2022,"lang":"en","type":"article","venue":"Clinical Reviews & Cases","topic":"Reconstructive Surgery and Microvascular Techniques","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Montreal Heart Institute","funders":"","keywords":"Medicine; Surgery; Forearm; Amputation; Revascularization; Avulsion; Replantation","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":[0.0004564971,0.002180915,0.001199415,0.002946433,0.003694983,0.002140156,0.002686014,0.006874441,0.006322328],"category_scores_gemma":[0.003319405,0.0009230602,0.002146976,0.002029306,0.00209717,0.002001604,0.00210803,0.006728418,0.001715385],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002229242,"about_ca_system_score_gemma":0.001379567,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002205793,"about_ca_topic_score_gemma":0.004505638,"domain_scores_codex":[0.9980855,0.000220383,0.0001873664,0.0004431197,0.0005118088,0.0005517502],"domain_scores_gemma":[0.9973475,0.000701113,0.0007536637,0.0003135389,0.0001774251,0.0007067738],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"case_report","study_design_scores_codex":[0.00002130179,0.00004577421,0.001965412,0.00003111454,0.00000962817,0.9953884,0.0001955317,0.00009253914,0.0005250159,0.0001601799,0.000243055,0.001322024],"study_design_scores_gemma":[0.000002581214,0.0000400287,0.0006772027,0.0000162835,0.000005488748,0.9980773,0.0001320162,0.0001215854,0.000324699,0.00007795429,0.0005203144,0.000004494309],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9324576,0.009830481,0.01997502,0.01048664,0.001357139,0.0004080468,0.0005299827,0.0005155521,0.02443961],"genre_scores_gemma":[0.9835474,0.001477376,0.005584762,0.001711232,0.0007281061,0.00006576871,0.0001500599,0.00006560027,0.006669617],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006874441,"threshold_uncertainty_score":0.02115029,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1884788503899628,"score_gpt":0.4548667832632191,"score_spread":0.2663879328732562,"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."}}