{"id":"W4414544104","doi":"10.1186/s12875-025-02968-x","title":"Development and evaluation of a behaviour change intervention to increase general practitioner REferral of people with hip and knee osteoarthritis to community-based First-linE caRe (REFER): a mixed methods study","year":2025,"lang":"en","type":"article","venue":"BMC Primary Care","topic":"Osteoarthritis Treatment and Mechanisms","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Children's Hospital; University of British Columbia","funders":"La Trobe University","keywords":"Referral; Thematic analysis; Osteoarthritis; Behaviour change; Intervention (counseling); Qualitative research; Primary care; Intervention mapping","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":[0.03517225,0.001459725,0.002316842,0.001624725,0.002202506,0.002642367,0.003120159,0.002589628,0.003335902],"category_scores_gemma":[0.0291049,0.001233188,0.002882052,0.001554453,0.001479325,0.001917642,0.002903288,0.001872331,0.0004850707],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007081305,"about_ca_system_score_gemma":0.01959888,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006839802,"about_ca_topic_score_gemma":0.01025752,"domain_scores_codex":[0.9762732,0.0160828,0.002254331,0.001416278,0.002446068,0.001527355],"domain_scores_gemma":[0.9860753,0.008120691,0.001359324,0.001004743,0.002158015,0.001281912],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.03273418,0.2274336,0.01356502,0.03139706,0.002187906,0.001025658,0.05684218,0.003779076,0.006527105,0.002327516,0.002777777,0.619403],"study_design_scores_gemma":[0.1381815,0.6656684,0.08074992,0.01416796,0.006643828,0.0004213577,0.0516619,0.006576377,0.01158294,0.003063501,0.02084091,0.0004412773],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8334893,0.0007863727,0.005579268,0.0007611877,0.0001781663,0.1559708,0.0006730331,0.000125897,0.002436007],"genre_scores_gemma":[0.5971678,0.002092257,0.0859409,0.00151706,0.0001319518,0.3099479,0.0007556942,0.0000531946,0.002393283],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03517225,"threshold_uncertainty_score":0.1860108,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06012695680176262,"score_gpt":0.3644386106038746,"score_spread":0.304311653802112,"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."}}