{"id":"W6939193532","doi":"10.60692/j81jr-yq212","title":"The Global Spine Care Initiative: methodology, contributors, and disclosures","year":2018,"lang":"en","type":"article","venue":"Greater South Information System","topic":"Spine and Intervertebral Disc Pathology","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital; University of Ottawa; Centre for Disability Prevention and Rehabilitation; Ontario Tech University; Canadian Memorial Chiropractic College; Université de Montréal","funders":"","keywords":"Health care; Transparency (behavior); Presentation (obstetrics); Back pain; Public health; Global health; Health professionals","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":[0.3347547,0.001873857,0.002364118,0.01583588,0.004441575,0.01492712,0.005595483,0.005564302,0.04466601],"category_scores_gemma":[0.6303809,0.001773083,0.001551269,0.02336426,0.005723814,0.007440505,0.01348473,0.008285014,0.01007878],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01350753,"about_ca_system_score_gemma":0.0943263,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004694988,"about_ca_topic_score_gemma":0.004827872,"domain_scores_codex":[0.6333498,0.217749,0.03723999,0.008482668,0.09390634,0.009272194],"domain_scores_gemma":[0.3549044,0.1917746,0.05875668,0.07021759,0.2977011,0.02664572],"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":[0.0004429312,0.0001602135,0.007932705,0.002956739,0.0001152145,0.0001489136,0.003667154,0.0003057095,0.0001861527,0.03456273,0.8389658,0.1105558],"study_design_scores_gemma":[0.0003359155,0.0001519318,0.008797537,0.009475415,0.0001507197,0.0002419914,0.004752607,0.001174857,0.0006022781,0.01842695,0.9557408,0.0001489865],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"methods","genre_scores_codex":[0.01078215,0.01607711,0.1267043,0.2971227,0.09706855,0.1900102,0.1064598,0.002223829,0.1535513],"genre_scores_gemma":[0.05507372,0.006301571,0.3465514,0.08220395,0.01756346,0.4084497,0.04315137,0.002538878,0.03816595],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.3347547,"threshold_uncertainty_score":0.8203659,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07011548027020639,"score_gpt":0.3130298131820625,"score_spread":0.2429143329118561,"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."}}