{"id":"W4393040895","doi":"10.1016/j.bjpt.2024.100992","title":"REFERRAL TO PRIMARY HEALTH CARE PHYSIOTHERAPISTS IS ASSOCIATED WITH CLINICAL AND SOCIODEMOGRAPHIC VARIABLES: A RETROSPECTIVE STUDY","year":2024,"lang":"en","type":"article","venue":"Brazilian Journal of Physical Therapy","topic":"Nursing Roles and Practices","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University","funders":"","keywords":"Referral; Medicine; Primary care; Retrospective cohort study; Primary health care; Family medicine; Environmental health; Internal medicine; Population","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":[],"consensus_categories":[],"category_scores_codex":[0.0005252177,0.0003406274,0.0006665072,0.002048327,0.00146001,0.00118088,0.0004695267,0.001339645,0.004166822],"category_scores_gemma":[0.003265484,0.0008376313,0.0007874239,0.002650032,0.0007407057,0.0007482247,0.0006340354,0.001279269,0.0007904849],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007948474,"about_ca_system_score_gemma":0.00119114,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01283285,"about_ca_topic_score_gemma":0.0145058,"domain_scores_codex":[0.9989775,0.0002294459,0.0001459163,0.0002117289,0.0001691954,0.000266219],"domain_scores_gemma":[0.9962562,0.0008317298,0.001341083,0.0002323928,0.0004332418,0.0009052763],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004154839,0.0001195919,0.9989259,0.000009311699,0.00002295626,0.0002489544,0.0002070754,0.000004481021,0.00006001564,0.000007984324,0.00006096209,0.0002911647],"study_design_scores_gemma":[0.000006674295,0.0002085904,0.9963103,0.00001703857,0.00004130813,0.001158456,0.001953344,0.00003466826,0.00002713633,0.0000176742,0.000217812,0.000007005616],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987282,0.0003278844,0.00004035161,0.0000589989,0.000009498567,0.00001438497,0.0001961668,0.000002297748,0.0006221066],"genre_scores_gemma":[0.9991024,0.0002152145,0.0000532011,0.00009274518,0.00002473248,0.0000182405,0.0002226529,0.000002964242,0.0002678299],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01283285,"threshold_uncertainty_score":0.02551633,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04977041304325022,"score_gpt":0.4624084088602526,"score_spread":0.4126379958170024,"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."}}