{"id":"W3146635004","doi":"10.1097/dbp.0000000000000924","title":"Exploring Stakeholder Service Navigation Needs for Children with Developmental and Mental Health Diagnoses","year":2021,"lang":"en","type":"article","venue":"Journal of Developmental & Behavioral Pediatrics","topic":"Family and Disability Support Research","field":"Psychology","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Michael's Hospital; University of Toronto","funders":"","keywords":"Stakeholder; Mental health; Thematic analysis; Service (business); Nursing; Service provider; Qualitative research; Resource (disambiguation); Medical education; Psychology; Medicine; Public relations; Business; Computer science; Sociology; Psychiatry; Marketing","routes":{"ca_aff":true,"ca_fund":false,"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":[],"consensus_categories":[],"category_scores_codex":[0.0005729278,0.0002503432,0.0003759042,0.0002680121,0.0003152209,0.0001048928,0.0001827574,0.00008663326,0.000173118],"category_scores_gemma":[0.00002798448,0.0002248509,0.00007688748,0.0007543109,0.00007054576,0.0006863202,0.0001173519,0.0003564062,0.00001287547],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004322856,"about_ca_system_score_gemma":0.001133534,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001663337,"about_ca_topic_score_gemma":0.0001443806,"domain_scores_codex":[0.9977134,0.00009406956,0.000761539,0.0002929925,0.0006296678,0.0005083051],"domain_scores_gemma":[0.9987487,0.0001059463,0.0003250632,0.0001025385,0.0003589907,0.0003587712],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002531946,0.0008852535,0.9527903,0.00007307739,0.00008041238,0.00007764505,0.01129282,0.000001274299,0.0003010214,0.00002754951,0.003274457,0.03094297],"study_design_scores_gemma":[0.003491827,0.0008074278,0.9110103,0.00007470579,0.00007561452,0.002946835,0.07830989,3.832696e-7,0.001466005,0.00002173484,0.001397013,0.0003982213],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9972489,0.0007634949,0.00005138431,0.0007661096,0.0004813756,0.0004819945,0.0001175948,0.00001976114,0.00006934606],"genre_scores_gemma":[0.9834428,0.000264371,0.01516189,0.0003649518,0.0002253577,0.00006477004,0.0003072069,0.00004227471,0.0001263134],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06701707,"threshold_uncertainty_score":0.9169152,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2255507019149094,"score_gpt":0.3738856248443009,"score_spread":0.1483349229293916,"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."}}