{"id":"W6902042554","doi":"10.6084/m9.figshare.20115620","title":"Additional file 1 of Characterizing mental health related service contacts in children and youth: a linkage study of health survey and administrative data","year":2022,"lang":"en","type":"article","venue":"Figshare","topic":"Survey Methodology and Nonresponse","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University; Lawson Health Research Institute; McMaster University","funders":"","keywords":"Linkage (software); Mental health; Mental health service; Service (business); Record linkage; Health services; Data collection","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003047451,0.0008390173,0.000984504,0.004241625,0.001165236,0.001134063,0.001637505,0.0009294062,0.7444398],"category_scores_gemma":[0.04309237,0.0006348499,0.0006767472,0.009018609,0.0002542146,0.001574127,0.00112888,0.0009668128,0.05998651],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001710241,"about_ca_system_score_gemma":0.003453565,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02392324,"about_ca_topic_score_gemma":0.02713562,"domain_scores_codex":[0.9981705,0.0004784596,0.0004416011,0.0003363806,0.0003203076,0.0002527336],"domain_scores_gemma":[0.9589698,0.02893909,0.004078938,0.002212456,0.004910367,0.0008891695],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001711626,0.0001154967,0.006532792,0.001209443,0.00004448196,0.00003990746,0.0001269738,0.0003132628,0.00004284901,0.001001235,0.9855195,0.004882952],"study_design_scores_gemma":[0.007825559,0.0005671706,0.165032,0.006865141,0.0004445759,0.0007134265,0.002278038,0.00352084,0.001000157,0.008959645,0.8025866,0.0002068134],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0003037645,0.000005050967,0.0001431476,0.00004236191,0.000007706037,0.0001646401,0.9985683,0.00004109575,0.0007238424],"genre_scores_gemma":[0.01372381,0.00009872849,0.003266323,0.000312602,0.00006558046,0.006355164,0.9695641,0.0002529443,0.006360691],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.7444398,"threshold_uncertainty_score":0.3645255,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4544545297137699,"score_gpt":0.4512933734908769,"score_spread":0.00316115622289298,"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."}}