{"id":"W4366351850","doi":"10.1097/dbp.0000000000001183","title":"Family Perspectives on In-Home Multimodal Longitudinal Data Collection for Children Who Function Across the Developmental Spectrum","year":2023,"lang":"en","type":"article","venue":"Journal of Developmental & Behavioral Pediatrics","topic":"Infant Development and Preterm Care","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Vancouver Native Health Society; BC Children's Hospital; Women's Health Research Institute; University of British Columbia","funders":"Canadian Child Health Clinician Scientist Program; BC Children's Hospital","keywords":"Data collection; Psychology; Thematic analysis; Cerebral palsy; Developmental psychology; Flexibility (engineering); Research design; Reflexivity; Applied psychology; Qualitative research; Psychiatry","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001172226,0.0003509617,0.0005020155,0.0006337455,0.0004656975,0.0001118137,0.0004671113,0.0001906952,0.00003398525],"category_scores_gemma":[0.0001107591,0.0002672699,0.0001801546,0.001413018,0.00009005453,0.0005109857,0.0002672546,0.0006647949,0.00002309197],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00096043,"about_ca_system_score_gemma":0.0009040433,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004480488,"about_ca_topic_score_gemma":0.00006705857,"domain_scores_codex":[0.997072,0.00005377559,0.000911847,0.0004694134,0.0008887338,0.0006041797],"domain_scores_gemma":[0.9988123,0.000137681,0.0004100174,0.0002228662,0.0002560143,0.0001611732],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001923615,0.0001996505,0.9729654,0.00003492385,0.0001019345,0.0001324697,0.00797507,0.00001133237,0.0003554471,0.00001022632,0.01155991,0.004729985],"study_design_scores_gemma":[0.003910227,0.0008239612,0.9825737,0.00008459717,0.0001779689,0.000542029,0.01036167,0.00005538812,0.0002484607,0.00002964169,0.0008090164,0.0003833082],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9968796,0.0001996581,0.00006623237,0.0003998526,0.001134817,0.0009087161,0.0002337803,0.00005414916,0.0001232437],"genre_scores_gemma":[0.9932061,0.000498894,0.004401796,0.0001179673,0.0007211484,0.00003112748,0.0007200323,0.00005298348,0.0002499398],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01075089,"threshold_uncertainty_score":0.9999779,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05297225136647055,"score_gpt":0.3350652932719232,"score_spread":0.2820930419054527,"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."}}