{"id":"W4385359074","doi":"10.21203/rs.3.rs-3143167/v1","title":"Pain Can’t Be Carved at the Joints","year":2023,"lang":"en","type":"preprint","venue":"Research Square","topic":"Musculoskeletal pain and rehabilitation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Montreal Neurological Institute and Hospital; McGill University; Mila - Quebec Artificial Intelligence Institute","funders":"","keywords":"Business","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":[0.001018403,0.0009609844,0.001178159,0.000947782,0.001238004,0.004390521,0.0006678992,0.002686889,0.09653191],"category_scores_gemma":[0.009344517,0.0004840474,0.0009967212,0.0009962721,0.001701276,0.004902567,0.001545831,0.00321865,0.03116928],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009222689,"about_ca_system_score_gemma":0.0009656937,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003019725,"about_ca_topic_score_gemma":0.00249384,"domain_scores_codex":[0.9990508,0.0002146566,0.00003833419,0.0001676404,0.0004409633,0.00008749381],"domain_scores_gemma":[0.9982186,0.0007583428,0.0001267948,0.0003329264,0.0003582628,0.0002049356],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001736116,0.00007608562,0.0005735967,0.0004190872,0.0000896253,0.0002204216,0.0003792476,0.001193861,0.001426197,0.6308088,0.312162,0.05247753],"study_design_scores_gemma":[0.00006481168,0.00003383081,0.001576057,0.0001750581,0.00004665731,0.0004304883,0.000253002,0.00291196,0.001159812,0.8038163,0.1895054,0.00002665437],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.02326009,0.02034141,0.0573478,0.1197251,0.03902114,0.00005302393,0.005053359,0.002093106,0.733105],"genre_scores_gemma":[0.2764643,0.0115859,0.02547337,0.01027988,0.01492186,0.0001035245,0.003508178,0.002611986,0.6550509],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.09653191,"threshold_uncertainty_score":0.3229313,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1136714043839546,"score_gpt":0.4264285226780469,"score_spread":0.3127571182940924,"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."}}