{"id":"W2791398510","doi":"10.2196/medinform.8154","title":"Experiences of Indian Health Workers Using WhatsApp for Improving Aseptic Practices With Newborns: Exploratory Qualitative Study","year":2018,"lang":"en","type":"article","venue":"JMIR Medical Informatics","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"PDCA; Teamwork; Psychological intervention; Medicine; Nursing; Quality management; Workload; Qualitative research; Exploratory research; Health care; Medical education; Knowledge management; Computer science; Operations management; Engineering","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004540979,0.0002202345,0.0005598229,0.0002139855,0.001277555,0.00001778999,0.0003603215,0.0002331335,0.000205779],"category_scores_gemma":[0.001156659,0.0001633444,0.00004257753,0.0006109717,0.0004649414,0.0007274164,0.00008326475,0.0006509015,0.00003803393],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002303121,"about_ca_system_score_gemma":0.007344414,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005314074,"about_ca_topic_score_gemma":0.0008807542,"domain_scores_codex":[0.9952368,0.0006700577,0.002088461,0.0002171563,0.0009049285,0.0008825903],"domain_scores_gemma":[0.9927129,0.001587263,0.00364706,0.000467715,0.0005673723,0.001017738],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002104223,0.0002821008,0.001154068,0.003031306,0.00002547043,5.532675e-7,0.9760341,9.582158e-7,9.219317e-7,0.0001993143,0.002440872,0.01661989],"study_design_scores_gemma":[0.001748828,0.001984634,0.0001477725,0.000709151,0.00001750821,0.00000205115,0.9850618,0.001822194,0.000005943482,0.00004739816,0.008304675,0.0001480102],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9750559,0.0001032928,0.01191381,0.001020896,0.0004234271,0.01093965,0.0000191113,0.0001014,0.0004224961],"genre_scores_gemma":[0.9572084,0.00003081999,0.0184098,0.005269983,0.0004653973,0.01851159,0.00002847117,0.00003334699,0.00004222545],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01784754,"threshold_uncertainty_score":0.998283,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.131752322573722,"score_gpt":0.5338806127780961,"score_spread":0.4021282902043741,"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."}}