{"id":"W3194008842","doi":"10.2196/29441","title":"Characteristics of Acute Childhood Illness Apps for Parents: Environmental Scan","year":2021,"lang":"en","type":"article","venue":"Journal of Medical Internet Research","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Children's Hospital Foundation; University of Alberta; Stollery Children’s Hospital Foundation; Women and Children's Health Research Institute; Children's Health Research Institute","keywords":"Medicine; Psychology; Internet privacy; Psychiatry; Family medicine; Computer science","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.00184803,0.0003323618,0.0002869794,0.003113081,0.0006213688,0.001013115,0.0003363831,0.0005089415,0.003888054],"category_scores_gemma":[0.02336532,0.0002441569,0.000633248,0.003122709,0.0002338721,0.001517795,0.00110967,0.0004764337,0.0009620847],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003360645,"about_ca_system_score_gemma":0.001040387,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00279528,"about_ca_topic_score_gemma":0.005883812,"domain_scores_codex":[0.9982154,0.0004392855,0.0004464493,0.0001480277,0.0005702108,0.0001805556],"domain_scores_gemma":[0.9714032,0.0174442,0.00605552,0.0005991105,0.004005219,0.0004926767],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003061674,0.0001346164,0.9184971,0.001044831,0.00006338297,0.001852445,0.005136898,0.0001304559,0.0008683463,0.0001433193,0.004867392,0.06695497],"study_design_scores_gemma":[0.00001373049,0.0002960214,0.9670354,0.0009236353,0.0001049435,0.004119285,0.009663424,0.0004738319,0.0009456014,0.0001125644,0.01627756,0.00003400614],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9749639,0.001787272,0.0008805464,0.0005142504,0.00002637975,0.0006385202,0.01214228,0.0001442919,0.008902453],"genre_scores_gemma":[0.982462,0.002303455,0.00380739,0.0003536058,0.00002243234,0.001488266,0.007276464,0.00007212909,0.002214095],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003888054,"threshold_uncertainty_score":0.01300681,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07224754848529658,"score_gpt":0.5032696106708068,"score_spread":0.4310220621855102,"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."}}