{"id":"W4413732346","doi":"10.64628/aam.4jwm4vcas","title":"Back pain? A physiotherapist may offer the most effective treatment, if you can afford it","year":2019,"lang":"en","type":"preprint","venue":"","topic":"Musculoskeletal pain and rehabilitation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Physical therapy; Medicine; Psychology","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":[0.00111496,0.0004922527,0.001478338,0.001137854,0.001027504,0.002657796,0.0005410564,0.004054207,0.1765339],"category_scores_gemma":[0.01063687,0.0002127867,0.001095214,0.0005457568,0.001047272,0.003110056,0.00113868,0.002694386,0.06290684],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004657364,"about_ca_system_score_gemma":0.001175376,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001593752,"about_ca_topic_score_gemma":0.002010438,"domain_scores_codex":[0.9993312,0.0001319605,0.00004247866,0.00005670887,0.0003315434,0.0001060155],"domain_scores_gemma":[0.9983698,0.0006521064,0.0001302675,0.000134764,0.0003254031,0.0003877125],"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":[0.0009980937,0.00068545,0.003249345,0.001550295,0.0001762301,0.002147586,0.0002844358,0.0003292108,0.002039275,0.01776462,0.5766108,0.3941647],"study_design_scores_gemma":[0.001002008,0.0006646167,0.01671066,0.005017219,0.0004207924,0.01845116,0.001658766,0.0008788273,0.001857791,0.1317255,0.8214592,0.0001533296],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.007315347,0.07249013,0.005432578,0.6467709,0.02466324,0.0001508619,0.00126576,0.0009198763,0.2409913],"genre_scores_gemma":[0.1809603,0.1407287,0.02666939,0.1429718,0.1241079,0.0003790186,0.001177906,0.0009239818,0.382081],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1765339,"threshold_uncertainty_score":0.5905648,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01305237138926072,"score_gpt":0.2956911687612713,"score_spread":0.2826387973720106,"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."}}