{"id":"W3007643320","doi":"10.1002/micr.30574","title":"Peripheral nerve repair throughout the body with processed nerve allografts: Results from a large multicenter study","year":2020,"lang":"en","type":"article","venue":"Microsurgery","topic":"Nerve injury and regeneration","field":"Neuroscience","cited_by":125,"is_retracted":false,"has_abstract":true,"ca_institutions":"North York General Hospital","funders":"","keywords":"Medicine; Neuroma; Peripheral nerve; Sensation; Surgery; Peripheral; Multicenter study; Nerve injury; Sensory system; Motor nerve; Anatomy; Internal medicine; Randomized controlled trial","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":[0.007335369,0.0005990138,0.0006792853,0.0009897198,0.000537491,0.0009425127,0.0006133065,0.0004480838,0.001242216],"category_scores_gemma":[0.006622924,0.0002709523,0.0007135475,0.00162539,0.0005624681,0.0008867279,0.0008353095,0.000430022,0.0003337004],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003300678,"about_ca_system_score_gemma":0.0006037661,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001238479,"about_ca_topic_score_gemma":0.002164411,"domain_scores_codex":[0.9963806,0.001861581,0.0004311779,0.0005719858,0.0005697077,0.0001850114],"domain_scores_gemma":[0.9922938,0.002038946,0.003023215,0.001162197,0.000853492,0.0006283085],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00356508,0.0009794981,0.9839177,0.0001726529,0.0008439929,0.0003108224,0.0006694331,0.00006765391,0.001123992,0.00003465079,0.0004181534,0.0078964],"study_design_scores_gemma":[0.0008596051,0.003745719,0.9904329,0.00012863,0.001005508,0.001144114,0.001291156,0.0002333528,0.000354604,0.00003613465,0.0007448072,0.0000234621],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986671,0.0005490786,0.0001791383,0.00003215024,0.000005855804,0.00007368661,0.0002813796,0.000005520938,0.0002061142],"genre_scores_gemma":[0.9982547,0.0003650403,0.000408259,0.00006707168,0.00002530529,0.0001007253,0.0007098228,0.00000747963,0.00006150649],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007335369,"threshold_uncertainty_score":0.03879356,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03022940000126242,"score_gpt":0.2817727221556643,"score_spread":0.2515433221544019,"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."}}