{"id":"W2792734966","doi":"10.1111/cch.12566","title":"Mental health and well‐being in parents of excessively crying infants: Prospective evaluation of a support package","year":2018,"lang":"en","type":"article","venue":"Child Care Health and Development","topic":"Infant Health and Development","field":"Health Professions","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"Middlesex London Health Unit","funders":"National Institute for Health and Care Research","keywords":"Crying; Anxiety; Mental health; Feeling; Depression (economics); Psychology; Visitor pattern; Psychiatry; Clinical psychology; Medicine; Social psychology","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":[0.002863671,0.000265102,0.0006941776,0.0003658155,0.001172111,0.000006945426,0.0001039372,0.0001480941,0.0000802132],"category_scores_gemma":[0.0001835861,0.0002430049,0.00002271862,0.0003162989,0.0001352692,0.0001440074,0.0001904747,0.0003816113,0.00001273882],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001026837,"about_ca_system_score_gemma":0.01082711,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004737021,"about_ca_topic_score_gemma":0.001111012,"domain_scores_codex":[0.9955242,0.0005489868,0.001755287,0.0005130072,0.0007653891,0.0008931367],"domain_scores_gemma":[0.9974454,0.00009242455,0.0009455246,0.0002070084,0.0006212897,0.0006883381],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002332021,0.00006367374,0.5906565,0.002579727,0.00001955447,7.082057e-7,0.3192752,1.542181e-7,0.0000021295,0.0001774703,0.0007152846,0.08627641],"study_design_scores_gemma":[0.006472348,0.0008181679,0.8916277,0.004399854,0.000006632144,0.000008513737,0.08322757,0.00004249642,0.0002868635,0.0002138975,0.01254181,0.0003541283],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9812075,0.004077735,0.0001037105,0.001137692,0.0006614224,0.004089912,0.00004659453,0.00003564436,0.008639801],"genre_scores_gemma":[0.9903466,0.001141777,0.003264144,0.004614195,0.00007951052,0.0002368021,0.0002685548,0.00002416312,0.00002429021],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3009712,"threshold_uncertainty_score":0.9947806,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03516871121203268,"score_gpt":0.4005029017751097,"score_spread":0.365334190563077,"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."}}