{"id":"W2963080473","doi":"10.12688/f1000research.19355.1","title":"Recent advances in understanding and managing phantom limb pain","year":2019,"lang":"en","type":"preprint","venue":"F1000Research","topic":"Pain Management and Treatment","field":"Medicine","cited_by":102,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Amputation; Randomized controlled trial; Chronic pain; Phantom limb; Physical medicine and rehabilitation; Physical therapy; Internal medicine; Surgery","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":[0.002591239,0.0002347167,0.0004100491,0.0007300136,0.00006161289,0.00008236478,0.0001679002,0.0001379912,0.0001741189],"category_scores_gemma":[0.0001867913,0.0002077587,0.00006137603,0.0002604593,0.00008989042,0.00008645707,0.0007970762,0.0007111222,0.00005238017],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008176949,"about_ca_system_score_gemma":0.0001199042,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004443957,"about_ca_topic_score_gemma":0.00009261086,"domain_scores_codex":[0.9976595,0.0003329368,0.0002497381,0.0006035181,0.0006379978,0.0005163018],"domain_scores_gemma":[0.9989048,0.0003826434,0.00005964121,0.0004672289,0.00004587656,0.0001398095],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001028029,0.000682763,0.4341821,0.006743648,0.0003902083,0.001349414,0.0008407139,0.0003173844,0.00004545661,0.006269926,0.00367056,0.5444798],"study_design_scores_gemma":[0.01723539,0.002550991,0.1201835,0.01084106,0.000507971,0.00002893996,0.0103868,0.1142093,0.0001954209,0.2016432,0.5202489,0.00196856],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.1158713,0.4573727,0.02819685,0.05139682,0.001469478,0.01501643,0.00004931598,0.000594835,0.3300323],"genre_scores_gemma":[0.7918431,0.2024785,0.0005259135,0.0002692832,0.000143218,0.0001447552,0.0001400481,0.00005738203,0.004397853],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6759718,"threshold_uncertainty_score":0.8472155,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1229047217771828,"score_gpt":0.3964947106664451,"score_spread":0.2735899888892623,"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."}}