{"id":"W3011967461","doi":"10.1186/s12891-020-03195-4","title":"Investigating musculoskeletal health and wellbeing; a cohort study protocol","year":2020,"lang":"en","type":"article","venue":"BMC Musculoskeletal Disorders","topic":"Musculoskeletal pain and rehabilitation","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Versus Arthritis; National Institute for Health and Care Research","keywords":"Medicine; Physical therapy; Context (archaeology); Cohort; Cohort study; Population; Observational study; Gerontology; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.06855107,0.005222707,0.005757945,0.004489475,0.005756599,0.003959298,0.00454097,0.0057166,0.06233346],"category_scores_gemma":[0.04732249,0.005155711,0.003076579,0.005715744,0.0028758,0.004132836,0.003203779,0.005945653,0.02457616],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005494173,"about_ca_system_score_gemma":0.03977476,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009663935,"about_ca_topic_score_gemma":0.01261776,"domain_scores_codex":[0.9766765,0.01257232,0.004439588,0.002724979,0.001940765,0.001645929],"domain_scores_gemma":[0.9604164,0.008580027,0.004903006,0.007928419,0.01382061,0.004351489],"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":[0.14846,0.02248048,0.04449227,0.1024312,0.002992807,0.005060626,0.01347831,0.01068753,0.008073481,0.03704786,0.4141646,0.1906309],"study_design_scores_gemma":[0.144459,0.02640748,0.08924036,0.04113875,0.002113139,0.001624018,0.005555112,0.0126821,0.003583627,0.02019685,0.6518518,0.001147778],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.001544413,0.0002524517,0.00403244,0.0001973038,0.000189314,0.9858437,0.006625809,0.00009492561,0.001219634],"genre_scores_gemma":[0.001241761,0.0001434913,0.003376876,0.0001461882,0.0000333831,0.9936131,0.001086587,0.000009546678,0.000349162],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.06855107,"threshold_uncertainty_score":0.362537,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01834882047647373,"score_gpt":0.3263610182265686,"score_spread":0.3080121977500949,"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."}}