{"id":"W1800852982","doi":"10.1371/journal.pone.0135112","title":"Barriers to Point-of-Care Testing in India: Results from Qualitative Research across Different Settings, Users and Major Diseases","year":2015,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Clinical Laboratory Practices and Quality Control","field":"Medicine","cited_by":76,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; McGill University Health Centre","funders":"Bill and Melinda Gates Foundation","keywords":"Context (archaeology); Qualitative research; Focus group; Health care; Medicine; Exploratory research; Nursing; Point-of-care testing; Point of care; Test (biology); Family medicine; Business; Marketing; Economic growth; Sociology","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":[0.02520414,0.0006209671,0.001086261,0.002231172,0.009705561,0.005689982,0.003362102,0.001707513,0.001959095],"category_scores_gemma":[0.03596452,0.0009895482,0.0007725666,0.003808503,0.0121018,0.004615628,0.008198965,0.002803763,0.0001910296],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01206563,"about_ca_system_score_gemma":0.01321922,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03663765,"about_ca_topic_score_gemma":0.03826142,"domain_scores_codex":[0.9751129,0.01759154,0.001120224,0.001024928,0.00163142,0.003519039],"domain_scores_gemma":[0.9308609,0.05964136,0.003261949,0.001158771,0.003151794,0.001925064],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00001665329,0.00002615152,0.004144554,0.0003393006,0.000005656267,0.0003074605,0.9924244,0.00003022212,0.0001847896,0.0005026779,0.0001432568,0.001874877],"study_design_scores_gemma":[0.000002269011,0.00001749078,0.002266988,0.0002538389,0.000007121831,0.0001126658,0.9959682,0.00004188923,0.00009065175,0.0001278886,0.001101261,0.000009748807],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9911896,0.001161311,0.00144166,0.002164821,0.00003947717,0.0003533384,0.000206717,0.00001590708,0.003427219],"genre_scores_gemma":[0.9961814,0.001037114,0.0009689976,0.0007395229,0.000008142795,0.0004059629,0.00005577469,0.00001499975,0.0005882348],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03663765,"threshold_uncertainty_score":0.1332938,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2745225705988055,"score_gpt":0.4756040938628845,"score_spread":0.201081523264079,"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."}}