{"id":"W2079055892","doi":"10.2519/jospt.2009.2831","title":"Knowledge to Action: A Challenge for Neck Pain Treatment","year":2008,"lang":"en","type":"article","venue":"Journal of Orthopaedic and Sports Physical Therapy","topic":"Meta-analysis and systematic reviews","field":"Decision Sciences","cited_by":39,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Medicine; Neck pain; Action (physics); Physical therapy; Physical medicine and rehabilitation; Alternative medicine; Pathology","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.1094035,0.001857806,0.007586807,0.005031676,0.004510927,0.01510716,0.007703396,0.01778556,0.01428386],"category_scores_gemma":[0.3428142,0.001658199,0.003480941,0.004251368,0.01130202,0.02861111,0.008420069,0.02508833,0.006576104],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01205046,"about_ca_system_score_gemma":0.04954866,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007225427,"about_ca_topic_score_gemma":0.01099173,"domain_scores_codex":[0.9092525,0.05827603,0.01583787,0.002908383,0.01228555,0.001439655],"domain_scores_gemma":[0.5638204,0.3283373,0.01789693,0.01307227,0.06582311,0.01105009],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002616166,0.0000575327,0.0004082644,0.02880498,0.0004956535,0.0002971977,0.002187643,0.0005499171,0.0002552547,0.03700922,0.7118652,0.2178074],"study_design_scores_gemma":[0.0003552728,0.0002678156,0.001212607,0.1376816,0.0007580213,0.00115134,0.00760233,0.001312342,0.0002291587,0.263127,0.5859343,0.0003683448],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0001554141,0.06420773,0.003832544,0.9102649,0.02012401,0.0001366685,0.0001330113,0.00008116471,0.001064604],"genre_scores_gemma":[0.02676743,0.2081918,0.06331076,0.6401048,0.05405908,0.002786202,0.0004605564,0.000241218,0.004078104],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.8905965,"threshold_uncertainty_score":0.578588,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.6515131349309607,"score_gpt":0.5079571407497929,"score_spread":0.1435559941811678,"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."}}