{"id":"W3180755658","doi":"10.1371/journal.pone.0254621","title":"Development and feasibility testing of a mobile phone application to track children’s developmental progression","year":2021,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Fundação Maria Cecilia Souto Vidigal; Palix Foundation; UBS Optimus Foundation; Grand Challenges Canada; Bernard van Leer Foundation; Aga Khan Foundation Canada; ELMA Foundation; Aga Khan Foundation; Bill and Melinda Gates Foundation","keywords":"Milestone; Developmental Milestone; Mobile phone; Context (archaeology); Gross motor skill; Phone; Child development; Psychology; Medicine; Developmental psychology; Motor skill; Computer science; Telecommunications; Geography","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"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":[0.0129424,0.0007022443,0.0004312751,0.0007414978,0.0007060873,0.0008367845,0.001245941,0.0009133749,0.002829615],"category_scores_gemma":[0.01416324,0.0005946403,0.0006677519,0.0002828705,0.0005891139,0.000881899,0.0009492306,0.0007926906,0.0005750829],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006168913,"about_ca_system_score_gemma":0.002356021,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002378813,"about_ca_topic_score_gemma":0.004019841,"domain_scores_codex":[0.9950756,0.002993133,0.0004408213,0.000379555,0.0006473483,0.0004634997],"domain_scores_gemma":[0.9923959,0.004599699,0.0003064479,0.0004455743,0.001627093,0.0006253397],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.006792731,0.0723669,0.258808,0.003582591,0.0002042024,0.002948595,0.04611319,0.002629399,0.07091248,0.00152313,0.003392227,0.5307265],"study_design_scores_gemma":[0.004703794,0.2693433,0.5977304,0.001130733,0.0004976143,0.00168877,0.0319927,0.01111687,0.04848397,0.0008205607,0.0322237,0.0002675559],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.971814,0.00007148314,0.007601852,0.0002480381,0.00006867246,0.01737968,0.0002184422,0.0001503891,0.002447471],"genre_scores_gemma":[0.8581467,0.0003837318,0.1075214,0.0002249853,0.00004670096,0.02923975,0.0004526967,0.00004048274,0.003943505],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0129424,"threshold_uncertainty_score":0.06844682,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1186757084540853,"score_gpt":0.3999004953708534,"score_spread":0.2812247869167682,"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."}}