{"id":"W4386698746","doi":"10.1089/tmj.2023.0071","title":"Five Years of Youth Engagement with Kids Help Phone Canada (Part 1): Phone, Chat, Text, and Peer-to-Peer Service Usage Nationally, Provincially, and Over Time","year":2023,"lang":"en","type":"article","venue":"Telemedicine Journal and e-Health","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Helix Biopharma (Canada); McGill University Health Centre; McGill University; Douglas Mental Health University Institute","funders":"","keywords":"Phone; Mental health; Scale (ratio); Service (business); Pandemic; Psychology; Mobile phone; Coronavirus disease 2019 (COVID-19); Business; Medicine; Geography; Psychiatry; Computer science; Telecommunications; Marketing","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001075464,0.00035236,0.0003925577,0.001979328,0.004119921,0.002971565,0.001351896,0.0005398464,0.005133176],"category_scores_gemma":[0.004095634,0.0003235062,0.0008184871,0.003596826,0.0008459585,0.001493476,0.00263231,0.001348934,0.0006330977],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02880492,"about_ca_system_score_gemma":0.0447746,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9824418,"about_ca_topic_score_gemma":0.9919803,"domain_scores_codex":[0.9981822,0.000135756,0.00009145099,0.0001569938,0.0006553243,0.0007782687],"domain_scores_gemma":[0.9960096,0.0001975459,0.0006736147,0.00009801984,0.001722194,0.001299047],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000152491,0.0000727524,0.9052708,0.0002356139,0.00008319011,0.0001879786,0.01629669,0.0001547146,0.0002589952,0.0003675413,0.01303261,0.06388658],"study_design_scores_gemma":[0.000004053731,0.00003832265,0.9681917,0.0001979038,0.00003129797,0.0001166809,0.023181,0.0002281596,0.0001106305,0.00003798572,0.00783636,0.00002579003],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9598542,0.00197144,0.0002659965,0.002561925,0.00008297042,0.0001692251,0.02339499,0.00009770023,0.0116016],"genre_scores_gemma":[0.9879799,0.001332729,0.0004254884,0.0003266793,0.00002098855,0.00007904614,0.005988013,0.00002311713,0.003824039],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02880492,"threshold_uncertainty_score":0.2089953,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03184962650659968,"score_gpt":0.3320821615689687,"score_spread":0.300232535062369,"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."}}