{"id":"W2955121852","doi":"10.1080/09638288.2019.1635657","title":"To screen or not to screen? Exploring the value of parent mental health screening in children’s rehabilitation services","year":2019,"lang":"en","type":"review","venue":"Disability and Rehabilitation","topic":"Family and Disability Support Research","field":"Psychology","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; McMaster University; Holland Bloorview Kids Rehabilitation Hospital","funders":"Canadian Institutes of Health Research","keywords":"Rehabilitation; Mental health; Value (mathematics); Psychology; Medicine; Psychiatry; Physical therapy; Computer science","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":[0.006144476,0.000674323,0.002112737,0.0004782759,0.0002933823,0.00008436008,0.0007590734,0.000330862,0.0001929508],"category_scores_gemma":[0.001452082,0.0004656985,0.0005903062,0.001506178,0.0008755176,0.0003845672,0.0004707726,0.0007055314,0.0001162273],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005169979,"about_ca_system_score_gemma":0.0002649557,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01395907,"about_ca_topic_score_gemma":0.003548814,"domain_scores_codex":[0.9909168,0.003226799,0.002332224,0.001743979,0.0009196512,0.0008605191],"domain_scores_gemma":[0.9907084,0.006499653,0.0004342031,0.00178899,0.0001613996,0.0004073426],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0009992465,0.001014108,0.1644264,0.01624176,0.0001444227,2.502708e-7,0.02922353,0.00006741146,7.99806e-7,0.001358924,0.0003591863,0.7861639],"study_design_scores_gemma":[0.0008904804,0.003680606,0.898787,0.009510159,0.0001321121,0.000007590768,0.0403347,0.00002519241,5.159725e-7,0.0001558577,0.04580848,0.0006672925],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7102028,0.2552218,0.00009233536,0.0104762,0.0007506773,0.02128427,0.001709286,0.0001119191,0.0001507654],"genre_scores_gemma":[0.5060999,0.450137,0.01927797,0.002728352,0.001018146,0.0141247,0.00537114,0.0006281245,0.0006147178],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7854967,"threshold_uncertainty_score":0.9997795,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1260903893943861,"score_gpt":0.4403579777086788,"score_spread":0.3142675883142927,"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."}}