{"id":"W6958911111","doi":"10.6084/m9.figshare.26561476","title":"Additional file 7 of Factors associated with referral to physiotherapists for adult patients consulting for musculoskeletal disorders in primary care; an ancillary study to ECOGEN","year":2024,"lang":"en","type":"article","venue":"Figshare","topic":"Nursing Roles and Practices","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Referral; Primary care; Patient referral; MEDLINE; Public health","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001351094,0.0008673514,0.001073858,0.001544059,0.0007414611,0.0008682221,0.001481543,0.001049646,0.6766848],"category_scores_gemma":[0.02246194,0.0003933016,0.001230307,0.002738073,0.0001735306,0.001357363,0.0007456128,0.0009839222,0.06128561],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009957156,"about_ca_system_score_gemma":0.001566063,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02284728,"about_ca_topic_score_gemma":0.02655621,"domain_scores_codex":[0.9990907,0.0002566632,0.0001453485,0.0001880404,0.0001555085,0.0001637717],"domain_scores_gemma":[0.9838232,0.0111344,0.002045735,0.0007726282,0.001782474,0.0004415985],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0007812334,0.000259592,0.03036044,0.00138121,0.0001598164,0.00008430774,0.0001197503,0.0006063573,0.00004681486,0.0005328415,0.959815,0.005852527],"study_design_scores_gemma":[0.016289,0.001547508,0.495835,0.01037467,0.001253891,0.001156008,0.002926475,0.00927753,0.0008986304,0.009758015,0.4503754,0.0003078762],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"empirical","genre_scores_codex":[0.001872153,0.00002714365,0.000188727,0.0001360765,0.00002177224,0.0001301493,0.9960871,0.00005665765,0.001480328],"genre_scores_gemma":[0.06625068,0.0001686165,0.002961713,0.0008378564,0.0002006668,0.005730173,0.9009053,0.0003512413,0.02259373],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6766848,"threshold_uncertainty_score":0.4611699,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05258932598129474,"score_gpt":0.3926708995358374,"score_spread":0.3400815735545427,"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."}}