{"id":"W2019555349","doi":"10.1038/ncprheum0651","title":"How effective are the available treatments for mechanical neck disorder?","year":2007,"lang":"en","type":"letter","venue":"Nature Clinical Practice Rheumatology","topic":"Medical Practices and Rehabilitation","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"","keywords":"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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.01076128,0.0007397484,0.002094699,0.0001624546,0.001611433,0.00006942978,0.0009372392,0.01638596,0.0004510225],"category_scores_gemma":[0.3296353,0.0004336732,0.0008491155,0.0003643003,0.0005983617,0.0005582619,0.0003315466,0.03685021,0.001281846],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003333538,"about_ca_system_score_gemma":0.0007625,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001995683,"about_ca_topic_score_gemma":0.0001726863,"domain_scores_codex":[0.9822389,0.01128537,0.002337584,0.001599362,0.0009924215,0.001546397],"domain_scores_gemma":[0.6879914,0.3058623,0.003746305,0.001094241,0.0010781,0.0002276958],"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":[0.00131302,0.0004758851,0.00147854,0.001131689,0.001100742,0.0001335064,0.0001466439,1.277147e-7,3.308937e-7,0.002187344,0.9817128,0.01031937],"study_design_scores_gemma":[0.003709291,0.001077609,0.0005102676,0.0005859538,0.001422881,0.00008084881,0.002196258,0.00006477023,3.371746e-7,0.001825075,0.9880943,0.0004324024],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0003860496,0.005494507,0.001939793,0.961466,0.0189785,0.007791788,0.0001182989,0.0001725316,0.003652607],"genre_scores_gemma":[0.0007984411,0.003121729,0.007816891,0.9609033,0.00721436,0.002199868,0.0006247929,0.0002069489,0.01711368],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.3188741,"threshold_uncertainty_score":0.9998115,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06571640743646953,"score_gpt":0.4988178718087027,"score_spread":0.4331014643722332,"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."}}