{"id":"W3091366862","doi":"10.1016/j.micinf.2020.09.007","title":"Availability of essential diagnostics at primary care public clinics in Peru","year":2020,"lang":"en","type":"letter","venue":"Microbes and Infection","topic":"Medical Coding and Health Information","field":"Health Professions","cited_by":11,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University Health Centre; McGill University","funders":"","keywords":"Primary care; Biology; Primary (astronomy); Public health; Primary health care; Environmental health; Medicine; Family medicine; Nursing","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":[0.00112493,0.00009341207,0.0001468099,0.0003695651,0.002335331,0.001084543,0.0008015041,0.004540071,0.01351237],"category_scores_gemma":[0.008501418,0.0003983983,0.0001583504,0.0004204189,0.0007889483,0.0007935861,0.001625897,0.002179677,0.000723579],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002728776,"about_ca_system_score_gemma":0.005582884,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.08696155,"about_ca_topic_score_gemma":0.201762,"domain_scores_codex":[0.9984813,0.0005113283,0.0001136463,0.0001319849,0.0001859529,0.0005757902],"domain_scores_gemma":[0.9860676,0.007287688,0.002391626,0.000283729,0.001636391,0.002332988],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004270838,0.0003058086,0.6585733,0.0008695293,0.00004939994,0.01958297,0.0181754,0.0003430608,0.006496628,0.004543213,0.2215752,0.06905844],"study_design_scores_gemma":[0.0001218544,0.0003979452,0.8052412,0.0007043944,0.00005166707,0.00477685,0.03257925,0.0009600052,0.0008975968,0.001185264,0.1530195,0.00006439465],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.471542,0.002383751,0.000424204,0.4813654,0.0004238159,0.000077479,0.001357731,0.0001259303,0.04229963],"genre_scores_gemma":[0.875101,0.001377881,0.0007406913,0.09723652,0.0008742663,0.000098432,0.0003203152,0.00004528993,0.02420551],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.08696155,"threshold_uncertainty_score":0.1729108,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1130062257519384,"score_gpt":0.386323896660017,"score_spread":0.2733176709080786,"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."}}