{"id":"W2904188093","doi":"10.2196/10814","title":"Usability and Acceptability of a Text Message-Based Developmental Screening Tool for Young Children: Pilot Study","year":2018,"lang":"en","type":"article","venue":"JMIR Pediatrics and Parenting","topic":"Infant Development and Preterm Care","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Eunice Kennedy Shriver National Institute of Child Health and Human Development","keywords":"Usability; Developmental psychology; Psychology; Medicine; Pediatrics; Computer science; Human–computer interaction","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008467698,0.0001831653,0.0003260677,0.0001118614,0.0002654111,0.00004901826,0.00006846467,0.00005202395,0.00009039405],"category_scores_gemma":[0.0002264423,0.0001637361,0.00004781254,0.0002116256,0.0001080267,0.0001040606,0.0001113944,0.0001141774,3.684773e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002340833,"about_ca_system_score_gemma":0.0001160858,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003578381,"about_ca_topic_score_gemma":0.00002966123,"domain_scores_codex":[0.9985917,0.00004444625,0.0004647669,0.0003911689,0.0002424826,0.0002653974],"domain_scores_gemma":[0.9991988,0.0001783765,0.0001705668,0.0001538042,0.0002133832,0.00008507986],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003361437,0.0001168579,0.9842567,0.0002547347,0.00003052796,8.894686e-7,0.001637927,1.0757e-7,0.00007894231,0.000002951429,0.0000620932,0.01322209],"study_design_scores_gemma":[0.002237725,0.00108272,0.995224,0.00002261966,0.0001139989,0.000008507732,0.000523917,0.0001710782,0.0002671758,0.0000111934,0.0001189814,0.0002181111],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9972481,0.00009782307,0.0002912396,0.00001907627,0.00009093947,0.001709597,0.00007186509,0.00003380701,0.0004375759],"genre_scores_gemma":[0.9884357,0.000007579546,0.01104735,0.00003895557,0.000251435,0.00009274817,0.00009415731,0.00001620986,0.00001579774],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01300398,"threshold_uncertainty_score":0.6676962,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03077890998641354,"score_gpt":0.2951280394684567,"score_spread":0.2643491294820432,"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."}}