{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008536486,0.001642871,0.00454645,0.02271968,0.001261746,0.004694257,0.002489257,0.00285671,0.01188788],"category_scores_gemma":[0.04866202,0.001129438,0.003322632,0.01618157,0.001153453,0.006736374,0.00342028,0.00213532,0.002593414],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002554849,"about_ca_system_score_gemma":0.01176985,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004221066,"about_ca_topic_score_gemma":0.01467233,"domain_scores_codex":[0.9912025,0.00220896,0.003650981,0.000567047,0.002056656,0.0003139028],"domain_scores_gemma":[0.9426864,0.03603645,0.009330836,0.0008203837,0.01016452,0.0009613566],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001546803,0.00002806088,0.0004936242,0.7734793,0.0007576573,0.0003030665,0.0007408127,0.00005641146,0.0004179375,0.0008292868,0.02290763,0.1998315],"study_design_scores_gemma":[0.00007646139,0.0001336811,0.001784557,0.84632,0.003967303,0.000589136,0.0005795578,0.00005923158,0.0001738702,0.0006413162,0.1456388,0.00003609329],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0006927122,0.992648,0.0004232142,0.002038242,0.000761642,0.000630271,0.0008277242,0.00005265903,0.001925601],"genre_scores_gemma":[0.003791521,0.989335,0.001367158,0.002707032,0.0004158654,0.0009391794,0.000661405,0.00002863487,0.0007542392],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02271968,"threshold_uncertainty_score":0.04514581,"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."}}