{"id":"W4413050641","doi":"10.1186/s12913-025-13166-x","title":"Primary health care provider availability and accessibility: a comparison of responses from providers and their office staff, results from the Models and Access Atlas of Primary Care – Nova Scotia (MAAP-NS) population study","year":2025,"lang":"en","type":"article","venue":"BMC Health Services Research","topic":"Patient Satisfaction in Healthcare","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"Nova Scotia Health Research Foundation","keywords":"Medicine; Health administration; Nova scotia; Population; Primary care; Health informatics; Family medicine; Nursing; Nursing research; Public health; Health care; Environmental health","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":[0.002633854,0.0002472421,0.0002965152,0.001087732,0.0009600217,0.0007486609,0.0005346743,0.0005053896,0.001621892],"category_scores_gemma":[0.006869316,0.0003912143,0.0005226919,0.001585935,0.0005842318,0.0003791707,0.001169597,0.0006185751,0.0003820034],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003564036,"about_ca_system_score_gemma":0.002568386,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.4795228,"about_ca_topic_score_gemma":0.5667917,"domain_scores_codex":[0.9974517,0.0008770582,0.0002755646,0.0002921859,0.000673582,0.0004297408],"domain_scores_gemma":[0.9940102,0.001420335,0.001719889,0.0002503989,0.001416366,0.001182862],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005884767,0.000037494,0.9966339,0.00002674546,0.0000215027,0.00004688834,0.001797295,0.00001983161,0.0001184756,0.000008095541,0.0003181211,0.0009125818],"study_design_scores_gemma":[0.00000473398,0.00004339227,0.9984028,0.000007006524,0.000003358018,0.00002058388,0.001380734,0.00002979047,0.00001503515,0.000002171686,0.00008877571,0.000001698769],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979097,0.00008562436,0.00003679053,0.00006934105,0.000004879215,0.00006922925,0.001254885,0.000001804651,0.000567627],"genre_scores_gemma":[0.9985883,0.0000776891,0.00006995443,0.00007285523,0.000005126434,0.00008243008,0.0008424756,0.000002273085,0.0002589397],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5204772,"threshold_uncertainty_score":0.9534633,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.204114178082954,"score_gpt":0.5194860548132156,"score_spread":0.3153718767302616,"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."}}