{"id":"W2328991141","doi":"10.1016/j.jval.2012.03.343","title":"PMD3 Does Current Perception Threshold Test Can Differentiate Categories of Mechanical Neck Disorder?","year":2012,"lang":"en","type":"article","venue":"Value in Health","topic":"Musculoskeletal pain and rehabilitation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University","funders":"","keywords":"Receiver operating characteristic; Logistic regression; Discriminative model; Analysis of variance; Covariate; Audiology; Medicine; Post-hoc analysis; Statistics; Internal medicine; Mathematics; Artificial intelligence","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001288108,0.0004372242,0.0007570902,0.00106533,0.0002850474,0.001079262,0.0008507817,0.001509072,0.005662117],"category_scores_gemma":[0.008452706,0.0001635143,0.0007100996,0.0008300834,0.0006195537,0.001583588,0.0004253802,0.000719403,0.001431535],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005071844,"about_ca_system_score_gemma":0.0004553871,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002909135,"about_ca_topic_score_gemma":0.002646327,"domain_scores_codex":[0.9993051,0.0001172702,0.0001045797,0.0001006417,0.000227932,0.0001444818],"domain_scores_gemma":[0.9977024,0.0009704299,0.0003996072,0.0001037025,0.0006146017,0.0002091478],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009829811,0.0001597666,0.9223623,0.0001556025,0.0001140191,0.001983244,0.0001396192,0.0001691458,0.004339057,0.0004742175,0.003074435,0.06604566],"study_design_scores_gemma":[0.00005936789,0.0005584636,0.9729498,0.0002541083,0.0001481524,0.01201518,0.0006881665,0.003505036,0.002548575,0.002426096,0.004812584,0.00003444059],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9510491,0.01125295,0.002480265,0.008020169,0.0006661025,0.00007145282,0.0009820177,0.0000660365,0.02541186],"genre_scores_gemma":[0.9968046,0.0007589167,0.0004541132,0.0005411478,0.0002394386,0.00001535916,0.0002209509,0.000008925344,0.0009565244],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005662117,"threshold_uncertainty_score":0.01894164,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02693314841372336,"score_gpt":0.317172241587408,"score_spread":0.2902390931736846,"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."}}