{"id":"W4385338315","doi":"10.2196/45957","title":"Development of an App for Tracking Family Engagement With Early Intervention Services: Focus Groups and Pilot Evaluation Study","year":2023,"lang":"en","type":"article","venue":"JMIR Human Factors","topic":"Family and Disability Support Research","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Eunice Kennedy Shriver National Institute of Child Health and Human Development; Vanderbilt Kennedy Center, Vanderbilt University Medical Center; Agency for Healthcare Research and Quality; Vanderbilt University; Patient-Centered Outcomes Research Institute","keywords":"Focus group; Psychological intervention; Intervention (counseling); Referral; Health care; Medical education; Psychology; Medicine; Nursing; Business; Political science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02311278,0.001563861,0.0009767821,0.001499293,0.002378069,0.001586771,0.002738101,0.001995441,0.003821266],"category_scores_gemma":[0.02492606,0.00095973,0.001277818,0.0007411732,0.001417697,0.002462472,0.003051075,0.001725533,0.0007997093],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002020302,"about_ca_system_score_gemma":0.006154537,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004992322,"about_ca_topic_score_gemma":0.008430478,"domain_scores_codex":[0.989939,0.006525215,0.0005969862,0.0007194568,0.001126626,0.001092708],"domain_scores_gemma":[0.9842063,0.009152619,0.0006851478,0.0009909869,0.003241933,0.00172292],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.00763915,0.2066163,0.0462774,0.005987755,0.0006081448,0.003109077,0.1455793,0.001572624,0.01400742,0.0009641846,0.008032041,0.5596067],"study_design_scores_gemma":[0.02904907,0.4311488,0.2328008,0.004919179,0.002551925,0.002329127,0.1917766,0.01035355,0.03080852,0.003095942,0.06036787,0.0007985586],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9610486,0.0001904085,0.005041634,0.0003913081,0.00008604339,0.03039243,0.0004890458,0.0001895137,0.002171045],"genre_scores_gemma":[0.8225362,0.001022871,0.07847012,0.0009706342,0.00008694077,0.09236044,0.0009011239,0.00009439221,0.00355726],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02311278,"threshold_uncertainty_score":0.1222335,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2252860109682557,"score_gpt":0.4521481703198894,"score_spread":0.2268621593516337,"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."}}