{"id":"W4395455300","doi":"10.18280/isi.290224","title":"Review of Android Apps for Monitoring Pregnancy Symptoms and Care","year":2024,"lang":"en","type":"article","venue":"Ingénierie des systèmes d information","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Android (operating system); Mobile apps; Pregnancy; Android application; Internet privacy; Computer science; Medicine; Obstetrics; World Wide Web; Operating system; Biology","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":[0.001599553,0.001146945,0.001163299,0.003655528,0.0003799361,0.00162899,0.001361192,0.001602124,0.00621392],"category_scores_gemma":[0.005571481,0.0004880976,0.001510017,0.002065922,0.0003952482,0.001800096,0.0009102365,0.001198419,0.002492177],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004219971,"about_ca_system_score_gemma":0.001271779,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00196144,"about_ca_topic_score_gemma":0.00305702,"domain_scores_codex":[0.9986981,0.0002941703,0.0002555506,0.0002043379,0.0004767707,0.00007088775],"domain_scores_gemma":[0.9945759,0.00415266,0.0003170512,0.0001116791,0.0007540677,0.00008868662],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002723192,0.00007644948,0.0005748928,0.03496332,0.000195988,0.0001678922,0.0001512335,0.0001146481,0.00229687,0.001110326,0.02063104,0.939445],"study_design_scores_gemma":[0.0001416027,0.0007413377,0.01108991,0.0398114,0.001757032,0.003335022,0.0002791517,0.0006959083,0.003229268,0.001298451,0.9374896,0.0001313832],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001048839,0.9933885,0.001142172,0.00062232,0.0004375517,0.00007782975,0.000210182,0.000061951,0.003010665],"genre_scores_gemma":[0.00668218,0.9833004,0.003575046,0.001602972,0.0005256215,0.0001502696,0.0003947251,0.00003918881,0.003729556],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.00621392,"threshold_uncertainty_score":0.02078766,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03329706454277693,"score_gpt":0.3775196772760301,"score_spread":0.3442226127332532,"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."}}