{"id":"W4229529791","doi":"10.1186/isrctn17077842","title":"Promoting the use of a self-management intervention among chiropractic students treating individuals with back pain","year":2021,"lang":"en","type":"dataset","venue":"http://isrctn.com/","topic":"Musculoskeletal pain and rehabilitation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"McGill University","keywords":"Chiropractic; Intervention (counseling); Physical therapy; Alternative medicine; Self-management; Pain management; Medicine; Psychology; Physical medicine and rehabilitation; Computer science; Nursing; Artificial intelligence; Pathology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002943936,0.0005323749,0.0008658674,0.0002897634,0.0001844128,0.0002029556,0.0003936785,0.0002864086,0.0002789992],"category_scores_gemma":[0.001193763,0.0003365468,0.0003964601,0.0006892821,0.0001643969,0.0002721588,0.0003714194,0.0008099296,0.0000479129],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001948744,"about_ca_system_score_gemma":0.00006994634,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004556403,"about_ca_topic_score_gemma":0.0002045144,"domain_scores_codex":[0.9950383,0.001377056,0.001091263,0.0007207399,0.001348307,0.0004243043],"domain_scores_gemma":[0.9963918,0.0007615855,0.00120199,0.001218525,0.0002752661,0.0001507768],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002138328,0.005529865,0.06740689,0.03886374,0.005014406,0.0001462891,0.002907972,0.00003804755,0.00004534144,0.00002303197,0.8622644,0.01754617],"study_design_scores_gemma":[0.007508431,0.003627789,0.2839729,0.03729849,0.00433545,0.00004599017,0.004314426,0.001565879,0.00004279125,0.00002405272,0.6560954,0.001168338],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"dataset","genre_scores_codex":[0.7035257,0.0007960357,0.0004667914,0.002159373,0.000863679,0.01386686,0.2776914,0.0002665173,0.0003636658],"genre_scores_gemma":[0.03503633,0.0003512075,0.005019827,0.0005238394,0.0003280953,0.0005157864,0.9556379,0.0001386932,0.002448308],"genre_candidate":"dataset","genre_consensus":null,"teacher_disagreement_score":0.6779466,"threshold_uncertainty_score":0.9999087,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0225206065204693,"score_gpt":0.3045699546168232,"score_spread":0.2820493480963539,"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."}}