{"id":"W2977662316","doi":"10.21037/mhealth.2019.08.10","title":"Parenting apps review: in search of good quality apps","year":2019,"lang":"en","type":"article","venue":"mHealth","topic":"Child Development and Digital Technology","field":"Social Sciences","cited_by":80,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"University of Alberta","keywords":"App store; Mobile apps; Internet privacy; Quality (philosophy); World Wide Web; Psychology; Smartphone app; Computer science","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002224078,0.00004920783,0.0002195776,0.00007120492,0.00005543381,0.000008757723,0.0001970998,0.00006216257,0.0001176096],"category_scores_gemma":[0.0002791729,0.00004752299,0.00002742152,0.0005749851,0.00007129167,0.00008172972,0.00006426895,0.000125386,0.0001068541],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007554315,"about_ca_system_score_gemma":0.0003286799,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002073085,"about_ca_topic_score_gemma":0.001667307,"domain_scores_codex":[0.9987969,0.0001523001,0.0003275117,0.0001588948,0.0002828919,0.0002815253],"domain_scores_gemma":[0.9995485,0.0001051775,0.00009287347,0.000151969,0.0000521787,0.00004933465],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000008847195,0.00008600704,0.7907106,0.0008086854,0.000003684248,7.058656e-7,0.002808719,4.565278e-7,0.0000222419,0.1323733,0.001118862,0.0720579],"study_design_scores_gemma":[0.001049935,0.0001432762,0.5594468,0.002277225,0.000006202329,9.413392e-7,0.009417611,0.00001085346,0.0003036064,0.01048064,0.4164164,0.000446593],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8178899,0.003212806,0.00000533131,0.002936903,0.0001389269,0.0004061907,0.000001790791,0.00004824451,0.1753599],"genre_scores_gemma":[0.9940665,0.004443183,0.0001204593,0.0003309023,0.00002005481,0.000003413786,0.000005727183,0.000003010404,0.001006785],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4152975,"threshold_uncertainty_score":0.3133898,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07111928036937305,"score_gpt":0.4100038249196791,"score_spread":0.3388845445503061,"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."}}