{"id":"W1028033013","doi":"10.1097/j.pain.0000000000000303","title":"The pain switch","year":2015,"lang":"en","type":"article","venue":"Pain","topic":"Pain Mechanisms and Treatments","field":"Medicine","cited_by":35,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"Canadian Institutes of Health Research","keywords":"Library science; Web site; Medicine; University hospital; Family medicine; The Internet; Computer science","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.0008146985,0.0004627813,0.0005548084,0.0006481289,0.001159507,0.003399458,0.0009726963,0.001562971,0.04955802],"category_scores_gemma":[0.002182718,0.0002751623,0.0005307753,0.0004495571,0.002300611,0.00241133,0.002215629,0.003284232,0.008289317],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00174937,"about_ca_system_score_gemma":0.002241065,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002340219,"about_ca_topic_score_gemma":0.002811976,"domain_scores_codex":[0.9992786,0.0001062001,0.00003150577,0.000152137,0.0002741037,0.0001574644],"domain_scores_gemma":[0.9990809,0.0001793603,0.00008869591,0.000120824,0.0002483738,0.0002819027],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0008728203,0.0003068435,0.003085863,0.0007999477,0.00009718362,0.001045291,0.001432476,0.0004185256,0.02624914,0.4345907,0.1368806,0.3942206],"study_design_scores_gemma":[0.0001749818,0.0005755524,0.01396079,0.0008451388,0.00009862301,0.003498114,0.001360678,0.00131852,0.006346862,0.1936695,0.7780607,0.00009058679],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.06514558,0.04882084,0.02415144,0.08269051,0.01066492,0.0002386262,0.001614502,0.0009937253,0.7656798],"genre_scores_gemma":[0.7472396,0.02799734,0.0103954,0.03461448,0.003780832,0.0003982224,0.001005563,0.0002684023,0.1743001],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.04955802,"threshold_uncertainty_score":0.1657881,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03465684293409477,"score_gpt":0.2820543301146033,"score_spread":0.2473974871805085,"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."}}