{"id":"W2900876783","doi":"10.1111/sltb.12531","title":"Texting for Help: Processes and Impact of Text Counseling with Children and Youth with Suicide Ideation","year":2018,"lang":"en","type":"article","venue":"Suicide and Life-Threatening Behavior","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":36,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Suicidal ideation; Feeling; Psychology; Empathy; Clinical psychology; Helpline; Session (web analytics); Suicide prevention; Poison control; Medicine; Psychiatry; Medical emergency; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001199271,0.0002857704,0.0002392982,0.0004977655,0.0005967282,0.0006639416,0.0005651122,0.0004506434,0.003204576],"category_scores_gemma":[0.00832286,0.0001370775,0.000268678,0.0003632265,0.0003011143,0.0006789662,0.0007568312,0.0005101364,0.0002977307],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007650808,"about_ca_system_score_gemma":0.0008286415,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003251955,"about_ca_topic_score_gemma":0.007659222,"domain_scores_codex":[0.9991521,0.000454876,0.00004790254,0.00007713649,0.0001644836,0.0001035604],"domain_scores_gemma":[0.9972434,0.001451575,0.0006862066,0.000107925,0.0001113466,0.0003995632],"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":[0.002105484,0.006317825,0.1829103,0.002755217,0.00017799,0.001380503,0.07934797,0.0009363138,0.009808526,0.0004084386,0.00591015,0.7079413],"study_design_scores_gemma":[0.0003734251,0.00495525,0.8962196,0.001703265,0.0003569379,0.002294758,0.06632059,0.001735104,0.00823836,0.0006557722,0.0170608,0.00008618044],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9966388,0.0005624919,0.0001991678,0.0002450874,0.00001301258,0.000129124,0.00008802949,0.00005529989,0.00206895],"genre_scores_gemma":[0.9932116,0.0009335102,0.003831573,0.0001020084,0.00001599747,0.000209562,0.0001885992,0.00001689599,0.001490165],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003251955,"threshold_uncertainty_score":0.01072037,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04351475543321782,"score_gpt":0.3741525791597257,"score_spread":0.3306378237265079,"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."}}