{"id":"W2023575131","doi":"10.1136/sti.2003.006528","title":"Failure to maintain patient access to GUM clinics","year":2004,"lang":"en","type":"letter","venue":"Sexually Transmitted Infections","topic":"Healthcare Policy and Management","field":"Economics, Econometrics and Finance","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Medicine; Family medicine; Intensive care medicine","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004188468,0.0005401184,0.0008250111,0.001505659,0.000327492,0.0003379079,0.0006965394,0.0008916677,0.000571339],"category_scores_gemma":[0.0001673215,0.0006785421,0.0002970114,0.00126864,0.0000408718,0.0002658083,0.0001650702,0.001773388,0.00294868],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006941331,"about_ca_system_score_gemma":0.0002181199,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006022721,"about_ca_topic_score_gemma":0.003368545,"domain_scores_codex":[0.9961596,0.00007067256,0.001467517,0.001136394,0.0001277769,0.001038],"domain_scores_gemma":[0.9981239,0.000124789,0.0003155142,0.0009499573,0.0001087655,0.0003770471],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000008928914,0.0002131671,0.0004231825,0.0003262917,0.0002417705,0.00006212701,0.001069967,0.001650511,4.558919e-7,0.0430291,0.9480638,0.004910709],"study_design_scores_gemma":[0.0003237941,0.0006291344,0.0007388842,0.00008710133,0.0000267487,0.000006886894,0.00004222585,0.0000118868,0.000003433415,0.02188243,0.975513,0.0007345019],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.001507417,0.00009802056,0.08217099,0.8996338,0.002398867,0.002127864,0.001578562,0.0002784439,0.01020609],"genre_scores_gemma":[0.01629878,0.0000882645,0.001500958,0.976654,0.002066013,0.0008514648,0.0004371663,0.0001600129,0.001943327],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.08067003,"threshold_uncertainty_score":0.9995666,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04318639911281925,"score_gpt":0.2976878461181838,"score_spread":0.2545014470053645,"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."}}