{"id":"W4401169183","doi":"10.1016/j.jpain.2024.104646","title":"Improvements in Therapy Experience With Evoked Compound Action Potential Controlled, Closed-Loop Spinal Cord Stimulation—Primary Outcome of the ECHO-MAC Randomized Clinical Trial","year":2024,"lang":"en","type":"article","venue":"Journal of Pain","topic":"Pain Management and Treatment","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":false,"ca_institutions":"Vancouver Coastal Health","funders":"Medtronic; Sapheon","keywords":"Medicine; Randomized controlled trial; Spinal cord; Confidence interval; Stimulation; Crossover study; Anesthesia; Sensation; Surgery; Internal medicine; Psychology; Neuroscience","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007263561,0.0001594786,0.001063758,0.0001932236,0.00004328338,0.00003812138,0.0001254255,0.00006809365,0.000053413],"category_scores_gemma":[0.0004095835,0.0000784017,0.0005904221,0.0001938846,0.0001372527,0.0001355408,0.00002168433,0.0003325317,0.000001452578],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001486199,"about_ca_system_score_gemma":0.0001470428,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003682195,"about_ca_topic_score_gemma":0.000008392789,"domain_scores_codex":[0.9963809,0.001262464,0.001430571,0.000157551,0.0006206127,0.0001478615],"domain_scores_gemma":[0.9980851,0.00089804,0.0006638234,0.0001761398,0.0001120125,0.00006486804],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.9243385,0.0009585676,0.03063267,0.00005338786,0.0009040729,0.0001481178,0.0001299658,0.00006198602,0.0009218068,0.00002175624,0.00007413558,0.04175508],"study_design_scores_gemma":[0.9394507,0.005662455,0.04408247,0.0003438688,0.0005380535,0.00001748363,0.0002750797,0.009074897,0.00006601094,0.0002014413,0.0001965478,0.00009094056],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9893839,0.0005857006,0.005859427,0.0007753769,0.001045434,0.002146158,9.547293e-7,0.00001081322,0.0001922663],"genre_scores_gemma":[0.9981326,0.0001989146,0.0003979797,0.0003706268,0.0004024795,0.00003408274,0.000002754893,0.00001333469,0.0004471561],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04166414,"threshold_uncertainty_score":0.3197128,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06903264923102288,"score_gpt":0.410047856158712,"score_spread":0.3410152069276892,"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."}}