{"id":"W4416850225","doi":"10.1177/13558196251405192","title":"Factors influencing the match between patient needs and primary care services: Patient and healthcare provider perspectives from two Canadian provinces","year":2025,"lang":"en","type":"article","venue":"Journal of Health Services Research & Policy","topic":"Patient-Provider Communication in Healthcare","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Sherbrooke; Western University; Dalhousie University","funders":"","keywords":"Nova scotia; Health care; Qualitative research; Primary care; Matching (statistics); Scope (computer science); MEDLINE; Process (computing); District nurse","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.002639504,0.0002739804,0.0004020762,0.00118576,0.0158277,0.003117698,0.001008719,0.0006891093,0.002410449],"category_scores_gemma":[0.006108304,0.0003918342,0.0003653759,0.003007617,0.002367324,0.0006575537,0.002338179,0.001050531,0.00008706802],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.09192625,"about_ca_system_score_gemma":0.1223906,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9942809,"about_ca_topic_score_gemma":0.997507,"domain_scores_codex":[0.9962411,0.0006989028,0.0001783068,0.0002143849,0.0008617262,0.001805643],"domain_scores_gemma":[0.9940233,0.00143213,0.0007544527,0.00008735165,0.001637883,0.002064924],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0003792509,0.000138114,0.4797864,0.0003628147,0.00006082185,0.001706025,0.4874467,0.0003794047,0.001475571,0.001583201,0.003618508,0.02306327],"study_design_scores_gemma":[0.00002405202,0.00007517321,0.3181173,0.0002333273,0.00003359704,0.0003220026,0.670909,0.0003064536,0.0002466142,0.0001504499,0.009521277,0.00006076007],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9935585,0.0004105221,0.00009443152,0.001263862,0.0000117667,0.00005516395,0.0002496081,0.000003442943,0.004352677],"genre_scores_gemma":[0.9986901,0.0002418661,0.0001432356,0.0002763534,0.000002907505,0.00001726632,0.00007833112,0.000002637848,0.0005473749],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09192625,"threshold_uncertainty_score":0.6669748,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1262384927602029,"score_gpt":0.4663416542720307,"score_spread":0.3401031615118278,"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."}}