{"id":"W4383163946","doi":"10.1177/22925503231184265","title":"Patient Perspectives on Interdisciplinary Peripheral Nerve Trauma Care","year":2023,"lang":"en","type":"article","venue":"Plastic Surgery","topic":"Nerve Injury and Rehabilitation","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"International Collaboration On Repair Discoveries; Spinal Cord Injury BC; CARE Canada; University of British Columbia","funders":"Vancouver Coastal Health Research Institute","keywords":"Peripheral nerve; Medicine; Peripheral; Peripheral nervous system; Trauma care; Peripheral nerve stimulation; Medical emergency; Internal medicine; Stimulation; Anatomy; Central nervous system","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001023095,0.0001302647,0.0002388158,0.0002379431,0.0001047689,0.00001193825,0.00002558091,0.00006112117,0.0001908225],"category_scores_gemma":[0.001136004,0.0001012312,0.0002104478,0.0003045615,0.0000779048,0.00005285606,0.00004418039,0.0001491678,0.0001975594],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001343106,"about_ca_system_score_gemma":0.00004921069,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004301677,"about_ca_topic_score_gemma":0.000002128708,"domain_scores_codex":[0.9989956,0.00006007485,0.0002239668,0.0002746215,0.0002286337,0.000217079],"domain_scores_gemma":[0.9955552,0.004046727,0.00004423083,0.0001702593,0.00008670316,0.00009686386],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.009783175,0.002279509,0.2193177,0.002299022,0.000603046,0.002969236,0.3220728,0.002311856,0.009072185,0.0008676535,0.08851275,0.339911],"study_design_scores_gemma":[0.0005870422,0.001829327,0.8286386,0.0007981405,0.00007451835,0.00004609847,0.164156,0.0006540649,0.001655304,0.00009883791,0.001146945,0.000315154],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9952478,0.0001791712,0.00001290068,0.0004727258,0.00255461,0.000125195,0.00001884902,0.000182101,0.001206657],"genre_scores_gemma":[0.999377,0.000006939108,0.00003051832,0.00002287216,0.0002764818,0.000043108,0.00008290554,0.00002232965,0.000137917],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6093208,"threshold_uncertainty_score":0.4128088,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01989304778457932,"score_gpt":0.2932321104954114,"score_spread":0.2733390627108321,"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."}}