{"id":"W4396656842","doi":"10.1016/j.sste.2024.100656","title":"Geographic accessibility to physiotherapy care in Aotearoa New Zealand","year":2024,"lang":"en","type":"article","venue":"Spatial and Spatio-temporal Epidemiology","topic":"Health disparities and outcomes","field":"Social Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"University of Otago","keywords":"Geocoding; Workforce; Aotearoa; Census; Geography; Catchment area; Health care; Population; Scale (ratio); Medicine; Physical therapy; Environmental health; Cartography; Economic growth; Political science; Drainage basin","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":[0.0004383234,0.0001767192,0.0002543423,0.001579832,0.000673625,0.0008255218,0.0003459276,0.000159554,0.002046618],"category_scores_gemma":[0.002032674,0.0002252103,0.0003786462,0.002512283,0.0005612216,0.0005321273,0.000983062,0.0003201343,0.0001327044],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002889853,"about_ca_system_score_gemma":0.003125299,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.7417979,"about_ca_topic_score_gemma":0.8088846,"domain_scores_codex":[0.9995523,0.00005889405,0.00006129364,0.0001054076,0.0001340933,0.00008804325],"domain_scores_gemma":[0.9992341,0.0000741171,0.0004095351,0.00003555404,0.0001488181,0.00009792745],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004407886,0.00004299311,0.9810168,0.0001333634,0.0000601171,0.0003680169,0.004092561,0.0001406908,0.0006315381,0.0002589292,0.0004223215,0.0127887],"study_design_scores_gemma":[0.000002660749,0.0000230163,0.9969376,0.00003333805,0.00000832301,0.0001073031,0.00212291,0.0001012652,0.00002205087,0.00003127486,0.0006049766,0.000005363842],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9967883,0.0002855841,0.0001292686,0.0001709887,0.00000402843,0.00004985716,0.0008464021,0.000003816061,0.001721745],"genre_scores_gemma":[0.998628,0.0003724465,0.0002304338,0.0000237033,0.000003210249,0.00004835805,0.0002250442,0.000001590256,0.0004673075],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7417979,"threshold_uncertainty_score":0.5194454,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04042304438663016,"score_gpt":0.401776711388133,"score_spread":0.3613536670015028,"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."}}