{"id":"W4403483694","doi":"10.1186/s12939-024-02300-6","title":"Profiling patterns of patient experiences of access and continuity at team-based primary healthcare clinics (Canada): a latent class analysis","year":2024,"lang":"en","type":"article","venue":"International Journal for Equity in Health","topic":"Primary Care and Health Outcomes","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hôpital Charles-Le Moyne; Université de Sherbrooke","funders":"Canadian Institutes of Health Research; Ministère de la Santé; Ministère de la Santé et des Services sociaux","keywords":"Social policy; Health services research; Latent class model; Healthcare policy; Profiling (computer programming); Public health; Health administration; Health policy; Health care; Class (philosophy); Medicine; Family medicine; Health care reform; Nursing; Political science; Computer science; Law","routes":{"ca_aff":true,"ca_fund":true,"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":[0.001885505,0.0002117349,0.00028579,0.001466447,0.001833396,0.001873398,0.0007128501,0.000460382,0.002307653],"category_scores_gemma":[0.006163816,0.0002033108,0.0008618318,0.002347797,0.0007116266,0.0006210331,0.001568174,0.0007620307,0.0001799489],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005031397,"about_ca_system_score_gemma":0.004918691,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5196857,"about_ca_topic_score_gemma":0.5379326,"domain_scores_codex":[0.9983558,0.0004513286,0.0001327127,0.0002105777,0.000360156,0.000489416],"domain_scores_gemma":[0.995759,0.0008876904,0.001311483,0.0003033669,0.0009276125,0.0008109378],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000465405,0.00004007422,0.9954506,0.000007523608,0.00002453834,0.00001958575,0.002217864,0.00007702668,0.00007206931,0.00005934646,0.0002007631,0.00178414],"study_design_scores_gemma":[0.000004571731,0.00003761043,0.9923924,0.00001444056,0.00001003892,0.00003195375,0.005453948,0.001686923,0.00003375704,0.00005722138,0.0002678813,0.000009157525],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987798,0.00002720702,0.0002110174,0.0000938707,0.000001816118,0.0000387646,0.0005640576,0.000002921587,0.0002804846],"genre_scores_gemma":[0.9989574,0.00002296677,0.0002022727,0.00001438369,0.00000123154,0.00002582029,0.0006345663,0.000001529987,0.0001399425],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4803143,"threshold_uncertainty_score":0.9662858,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1351349586720296,"score_gpt":0.5238069486312397,"score_spread":0.38867198995921,"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."}}