{"id":"W4383535223","doi":"10.3390/children10071174","title":"Unmet Parental Mental Health Service Needs in Neonatal Follow-Up Programs: Parent and Service Provider Perspectives","year":2023,"lang":"en","type":"article","venue":"Children","topic":"Maternal Mental Health During Pregnancy and Postpartum","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Children's Hospital Research Institute of Manitoba; University of Manitoba","funders":"University of Manitoba","keywords":"Mental health; Staffing; Service provider; Thematic analysis; Medicine; Service (business); Psychoeducation; Nursing; Population; Service delivery framework; Psychology; Psychiatry; Psychological intervention; Qualitative research; Business; Environmental health","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002167928,0.0002419396,0.0003568779,0.0002224044,0.0001636673,0.00003482363,0.0001159356,0.00007697643,0.00004282562],"category_scores_gemma":[0.000009146982,0.0002168033,0.00005056383,0.0007334574,0.00004129002,0.0001426299,0.0001667671,0.0002640306,0.00009521537],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001906133,"about_ca_system_score_gemma":0.0001361819,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00226049,"about_ca_topic_score_gemma":0.00120467,"domain_scores_codex":[0.9982983,0.00007508225,0.0003535136,0.000396024,0.0003076853,0.0005693267],"domain_scores_gemma":[0.9992838,0.00002085451,0.00009544447,0.0002323425,0.00003933494,0.0003282279],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007051608,0.0002540608,0.9292791,0.002843042,0.00008317719,0.00002993353,0.05658867,0.000001862069,0.00002121331,0.0001673352,0.0003919352,0.009634513],"study_design_scores_gemma":[0.004501185,0.0005535756,0.9748148,0.003800067,0.00002325646,0.0002949547,0.01443768,0.0001621685,0.0001634473,0.0000702164,0.0009143458,0.000264356],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9757602,0.003341319,5.782974e-7,0.0185361,0.0003128861,0.001637013,0.00009676247,0.0002023362,0.0001128064],"genre_scores_gemma":[0.9948027,0.0005753961,0.0000567677,0.003127384,0.0001349761,0.0001156029,0.0007452855,0.00003832186,0.0004035944],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04553565,"threshold_uncertainty_score":0.8840981,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02316257272608181,"score_gpt":0.3023627107339548,"score_spread":0.279200138007873,"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."}}