{"id":"W6921026394","doi":"10.6084/m9.figshare.29124314.v1","title":"Additional file 1 of Prognostic factors associated with improvement in patients with an episode of non-specific low back pain without radicular syndrome: a prospective observational exploratory study","year":2025,"lang":"en","type":"article","venue":"Figshare","topic":"Musculoskeletal pain and rehabilitation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Trois-Rivières","funders":"","keywords":"Observational study; Low back pain; Exploratory research; Prospective cohort study; Exploratory analysis","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001011096,0.0008359493,0.001502809,0.001610498,0.0008415911,0.001047015,0.001288662,0.001231715,0.5033525],"category_scores_gemma":[0.01976426,0.000494393,0.001399908,0.003311614,0.0002548698,0.00136069,0.0007441236,0.0008463507,0.02785842],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005734715,"about_ca_system_score_gemma":0.001035207,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005247101,"about_ca_topic_score_gemma":0.004649619,"domain_scores_codex":[0.9991527,0.0001737979,0.0002229626,0.0002297958,0.00008964326,0.0001310994],"domain_scores_gemma":[0.9874701,0.007716879,0.002454353,0.0008360827,0.001093034,0.0004296157],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.00662355,0.00155217,0.2881696,0.01033353,0.001342823,0.0008243306,0.0005062808,0.001225512,0.0003489706,0.001558693,0.6562596,0.03125484],"study_design_scores_gemma":[0.01764344,0.002635584,0.8602304,0.005534797,0.001514623,0.003049524,0.001552008,0.003781901,0.0004854786,0.005023156,0.09822682,0.0003221036],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"other","genre_scores_codex":[0.01596525,0.0001776012,0.0003920778,0.0001775267,0.00005091136,0.0003496673,0.9812656,0.0000834945,0.001537796],"genre_scores_gemma":[0.2541842,0.0005513261,0.004394491,0.001065386,0.000301855,0.008539978,0.7147021,0.0002480092,0.01601267],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.5033525,"threshold_uncertainty_score":0.7084073,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01887840586254315,"score_gpt":0.2412969782185337,"score_spread":0.2224185723559906,"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."}}