{"id":"W4385416994","doi":"10.1186/s12998-023-00496-y","title":"The one-week prevalence of neck pain and low back pain in post-secondary students at two Canadian institutions","year":2023,"lang":"en","type":"article","venue":"Chiropractic & Manual Therapies","topic":"Musculoskeletal pain and rehabilitation","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ontario Tech University","funders":"Canada Research Chairs; Ontario Trillium Foundation; University of Ontario Institute of Technology","keywords":"Medicine; Neck pain; Chiropractic; Physical therapy; Low back pain; Back pain; Population; Internal medicine; Alternative medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002900916,0.000141962,0.0002074672,0.0001858516,0.0002409652,0.00003337183,0.0001408124,0.00006666662,0.0002178938],"category_scores_gemma":[0.001351467,0.000100504,0.00006540243,0.0003002885,0.0003291823,0.0001585406,0.00005897928,0.0002445283,0.00007406758],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001298214,"about_ca_system_score_gemma":0.0002954326,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006498147,"about_ca_topic_score_gemma":0.02632714,"domain_scores_codex":[0.9984046,0.000443232,0.0003228973,0.0002347624,0.0003022765,0.0002922047],"domain_scores_gemma":[0.9985209,0.0008406268,0.0001006079,0.000304332,0.00008186211,0.0001517454],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001282691,0.001478651,0.4388882,0.009852272,0.0008141848,0.00008720264,0.03419418,0.00005018674,0.02209329,0.002549533,0.003492261,0.4852174],"study_design_scores_gemma":[0.001132783,0.000782375,0.9807401,0.0004153203,0.00002100421,0.00000495924,0.003005269,0.0001789112,0.00005499208,0.0004924922,0.01304746,0.0001243288],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9896536,0.001442395,0.000003616108,0.006864133,0.0001217132,0.000725979,0.0000200489,0.00002683117,0.001141711],"genre_scores_gemma":[0.9951317,0.001177217,0.0001603471,0.0009043163,0.00005213702,0.00004498235,0.00003424241,0.00001689411,0.002478222],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5418519,"threshold_uncertainty_score":0.9914398,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02814914762260237,"score_gpt":0.3252023407795555,"score_spread":0.2970531931569531,"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."}}