{"id":"W3087298520","doi":"10.1071/ah19186","title":"How general practitioners perceive access needs of vulnerable patients and act to address these needs: a mixed-methods study in south-east Melbourne, Australia","year":2020,"lang":"en","type":"article","venue":"Australian Health Review","topic":"Primary Care and Health Outcomes","field":"Health Professions","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre","funders":"","keywords":"Thematic analysis; Medicine; Outreach; Nursing; Health care; Global Positioning System; Population health; Qualitative research; Public relations; Public health; Economic growth; Sociology; Political science; Computer science","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.003857136,0.0004966226,0.00193337,0.0004520229,0.0004846086,0.00005833916,0.0006124652,0.0002343254,0.0005967778],"category_scores_gemma":[0.001272575,0.0004241379,0.0001563541,0.002012987,0.00006597796,0.0007464674,0.000374602,0.001650676,0.00007704972],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005653941,"about_ca_system_score_gemma":0.001518708,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002833855,"about_ca_topic_score_gemma":0.0007686936,"domain_scores_codex":[0.9896261,0.005992493,0.001971466,0.0005532944,0.0005360479,0.001320586],"domain_scores_gemma":[0.9960037,0.0005196139,0.001175246,0.0005682225,0.0003745449,0.001358627],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002609014,0.0005097453,0.5600922,0.04016989,0.0001295178,0.0000148897,0.1056697,0.000008538408,0.00001737506,0.0002416671,0.2560537,0.03683188],"study_design_scores_gemma":[0.003306916,0.001850581,0.6114953,0.005638639,0.0002057704,0.000003340586,0.05314067,0.000004351152,0.000008424409,0.00003522054,0.3235464,0.0007644056],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6820374,0.01146495,0.00009798428,0.2863608,0.001362076,0.01753423,0.0004730785,0.0001472045,0.0005223221],"genre_scores_gemma":[0.8656511,0.009919476,0.003130982,0.1157439,0.0004553384,0.001240221,0.0001617691,0.0001049735,0.003592301],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1836137,"threshold_uncertainty_score":0.9998211,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2278517497026959,"score_gpt":0.5297234876747207,"score_spread":0.3018717379720248,"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."}}