{"id":"W2898840845","doi":"10.2196/11039","title":"A Short Message Service Intervention for Improving Infant Feeding Practices in Shanghai, China: Planning, Implementation, and Process Evaluation","year":2018,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Shanghai Municipal Health Bureau","keywords":"Short Message Service; mHealth; Breastfeeding; Intervention (counseling); Psychological intervention; Service (business); Formative assessment; Nursing; Medicine; Medical education; Internet privacy; Psychology; Computer science; Business; Telecommunications; Pediatrics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01635831,0.002161828,0.001414394,0.001959926,0.001414124,0.0006876405,0.001087375,0.0007809656,0.002632668],"category_scores_gemma":[0.008454696,0.0007374135,0.001700168,0.001261245,0.0007332852,0.0007530015,0.001357772,0.0006697567,0.0001529944],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00632614,"about_ca_system_score_gemma":0.02958393,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03429967,"about_ca_topic_score_gemma":0.03817215,"domain_scores_codex":[0.9945394,0.003207999,0.0005061618,0.0002488947,0.0008158073,0.0006817972],"domain_scores_gemma":[0.9952428,0.001422962,0.0007114608,0.0002107754,0.001303198,0.00110876],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.02398998,0.09368311,0.08305559,0.01811797,0.0009672212,0.001006934,0.01531789,0.01276783,0.01026487,0.001628977,0.004330516,0.7348691],"study_design_scores_gemma":[0.06199091,0.416614,0.4587405,0.0023282,0.004612911,0.0001322243,0.009421819,0.02034204,0.01494904,0.0009129121,0.009693266,0.0002621899],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9503157,0.0008316152,0.002753904,0.0003900545,0.00006353631,0.04377741,0.0004692878,0.0001960542,0.001202348],"genre_scores_gemma":[0.8923062,0.00147744,0.03264834,0.0003232477,0.0000631734,0.07076867,0.0008238755,0.00002398309,0.001564997],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03429967,"threshold_uncertainty_score":0.08651209,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.144400906922275,"score_gpt":0.5663475010683523,"score_spread":0.4219465941460773,"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."}}