{"id":"W3119116779","doi":"10.1097/gox.0000000000003287","title":"Managing Neuroma and Phantom Limb Pain in Ontario: The Status of Targeted Muscle Reinnervation","year":2020,"lang":"en","type":"article","venue":"Plastic & Reconstructive Surgery Global Open","topic":"Nerve injury and regeneration","field":"Neuroscience","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Kingston Health Sciences Centre; Queen's University","funders":"","keywords":"Amputation; Medicine; Reinnervation; Neuroma; Orthopedic surgery; Physical therapy; Phantom pain; Specialty; Physical medicine and rehabilitation; Surgery; Family medicine","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004065105,0.0001480334,0.0002770952,0.00005158383,0.0001259305,0.0001112804,0.000217104,0.00004529333,0.00007857815],"category_scores_gemma":[0.002994824,0.0001163825,0.00004777233,0.0005248829,0.0001989273,0.0005094457,0.0001828548,0.0001660547,0.000004340634],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001107894,"about_ca_system_score_gemma":0.0002608318,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008376868,"about_ca_topic_score_gemma":0.01348073,"domain_scores_codex":[0.9981138,0.0005409729,0.0003995122,0.0004274337,0.0001828938,0.0003353774],"domain_scores_gemma":[0.9978332,0.001647027,0.0002259356,0.0001275035,0.00004163382,0.0001246805],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00115404,0.0001162088,0.6727128,0.00006844829,0.00003322979,0.0001184413,0.0007851063,0.001035723,0.151641,0.007694627,0.0007626551,0.1638777],"study_design_scores_gemma":[0.001065872,0.000492907,0.9028088,0.0001814437,0.00004312546,0.0000657358,0.0006593933,0.02040526,0.06410601,0.006846727,0.002759383,0.0005653044],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.996846,0.00003666792,0.0005118755,0.0005130182,0.0004978138,0.0003812826,0.0000618021,0.00001809404,0.001133496],"genre_scores_gemma":[0.9991205,0.00003531509,0.0002184588,0.0005469948,0.00002764687,0.00001680347,0.000009796511,0.000007792868,0.00001672911],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.230096,"threshold_uncertainty_score":0.9982265,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04682645546937565,"score_gpt":0.2557003738768014,"score_spread":0.2088739184074258,"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."}}