{"id":"W1990303055","doi":"10.5588/pha.14.0061","title":"Use of rapid point-of-care tests by primary health care providers in India: findings from a community-based survey","year":2014,"lang":"en","type":"article","venue":"Public Health Action","topic":"Respiratory viral infections research","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre","funders":"Global Fund to Fight AIDS, Tuberculosis and Malaria; Canadian Thoracic Society; Bill and Melinda Gates Foundation","keywords":"Medicine; Primary health care; Primary care; Quarter (Canadian coin); Family medicine; Health care; Test (biology); Point-of-care testing; Environmental health; Population; Geography; Political science","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00375264,0.0001752064,0.0006477599,0.0008833877,0.0002404366,0.00004834743,0.0001501388,0.0001818195,0.00004844182],"category_scores_gemma":[0.00271607,0.0001745923,0.00007279881,0.00112104,0.0001647194,0.0005621337,0.00005469249,0.001106591,0.00000634817],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001997343,"about_ca_system_score_gemma":0.003812666,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05647357,"about_ca_topic_score_gemma":0.004521735,"domain_scores_codex":[0.9937675,0.00402138,0.0008363381,0.0002752413,0.0005523079,0.0005472506],"domain_scores_gemma":[0.9966651,0.001235447,0.000417466,0.0006558273,0.0005673473,0.000458766],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004282731,0.0007545699,0.8132582,0.005016173,0.00003340286,6.568011e-7,0.00391314,0.000009438893,0.001417559,0.00001482176,0.01294821,0.1622055],"study_design_scores_gemma":[0.00190513,0.002921066,0.9658946,0.0002400704,0.000004001127,0.000001336304,0.0009903,0.00006648668,0.001012999,0.000004042399,0.02684969,0.0001102775],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.99118,0.0004396546,0.0004105793,0.005843835,0.0001382373,0.00151551,0.0002684043,0.00006903808,0.0001347299],"genre_scores_gemma":[0.9903035,0.00009056503,0.0004416345,0.006490599,0.00003409975,0.00008360948,0.002512836,0.00003576382,0.000007407712],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1620953,"threshold_uncertainty_score":0.9498094,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1732472583007903,"score_gpt":0.4145194566670402,"score_spread":0.2412721983662499,"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."}}