{"id":"W4404119589","doi":"10.2196/64191","title":"A Mobile App for Promoting Breastfeeding-Friendly Communities in Hong Kong: Design and Development Study","year":2024,"lang":"en","type":"article","venue":"JMIR Formative Research","topic":"Breastfeeding Practices and Influences","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia, Okanagan Campus; Kelowna General Hospital","funders":"Health and Medical Research Fund","keywords":"Breastfeeding; Usability; Checklist; Focus group; Public health; Psychology; Nursing; Medicine; Medical education; Computer science; Pediatrics; Business; Marketing","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.00699987,0.0006169904,0.0005703176,0.0007650086,0.001217603,0.001127368,0.0005738654,0.000402963,0.001841955],"category_scores_gemma":[0.003569436,0.000527006,0.0005285227,0.000656148,0.0007914142,0.0006394702,0.001137018,0.0003276996,0.0003040603],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002438798,"about_ca_system_score_gemma":0.006894739,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02659919,"about_ca_topic_score_gemma":0.03602674,"domain_scores_codex":[0.9981037,0.000873054,0.0002309669,0.0002187742,0.0002182721,0.0003552009],"domain_scores_gemma":[0.9974305,0.001005742,0.0002156322,0.0001378307,0.000766143,0.0004441934],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.002793816,0.01428729,0.3486024,0.008572632,0.0002988381,0.009127543,0.2747136,0.001383539,0.01698778,0.001630051,0.004489618,0.317113],"study_design_scores_gemma":[0.002241387,0.05090566,0.5990496,0.003472264,0.001653824,0.003351313,0.276433,0.003485668,0.009352601,0.0005418104,0.04910297,0.0004098796],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9912729,0.0004570761,0.001320231,0.0001117391,0.00001571997,0.005127283,0.0001709639,0.00001606344,0.001508111],"genre_scores_gemma":[0.969592,0.001852936,0.01499254,0.0003390748,0.00001392363,0.009912121,0.0001866159,0.00001778613,0.003093036],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02659919,"threshold_uncertainty_score":0.05288875,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.111513773637569,"score_gpt":0.4357416484520118,"score_spread":0.3242278748144428,"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."}}