{"id":"W4406109343","doi":"10.1017/s1463423624000677","title":"The healthcare experiences of rural-living Canadians with and without a primary care provider: a qualitative analysis of open-ended cross-sectional survey responses","year":2025,"lang":"en","type":"article","venue":"Primary Health Care Research & Development","topic":"Global Health Workforce Issues","field":"Health Professions","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia, Okanagan Campus; University of British Columbia","funders":"","keywords":"Primary care; Primary health care; Qualitative research; Cross-sectional study; Health care; Nursing; Closed-ended question; Medicine; Family medicine; Psychology; Sociology; Political science","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.01560536,0.0003512678,0.00126987,0.001144286,0.005355295,0.0001110468,0.001075795,0.0002319552,0.00003339569],"category_scores_gemma":[0.001723922,0.0002558482,0.00007357659,0.004009288,0.001060792,0.0002761397,0.001146051,0.001143072,0.000002374808],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.007331275,"about_ca_system_score_gemma":0.06171768,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1975899,"about_ca_topic_score_gemma":0.4353543,"domain_scores_codex":[0.981074,0.01243587,0.002171181,0.0007573693,0.001745072,0.001816482],"domain_scores_gemma":[0.9828706,0.009588193,0.000821717,0.0007658841,0.005276714,0.0006768718],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001755587,0.00003464956,0.5903609,0.004672579,0.000292411,9.478918e-7,0.397047,0.000004367549,0.000002513456,0.0004669164,0.0006446726,0.004717414],"study_design_scores_gemma":[0.0004676542,0.0002457402,0.5762007,0.001508379,0.00001205791,5.24839e-7,0.4185585,0.000002673688,0.000006867421,0.00002574314,0.002844163,0.0001269943],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9630905,0.0261963,0.00005515653,0.002471172,0.0002323393,0.005029064,0.0003706922,0.00004299838,0.002511811],"genre_scores_gemma":[0.9894773,0.002003092,0.002780562,0.001482408,0.00002295051,0.002359364,0.0004488006,0.00003343641,0.001392091],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2377644,"threshold_uncertainty_score":0.9999894,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1172129417246426,"score_gpt":0.5535214601797566,"score_spread":0.436308518455114,"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."}}