{"id":"W2771336037","doi":"10.2196/mental.7500","title":"A Mobile Text Message Intervention to Reduce Repeat Suicidal Episodes: Design and Development of Reconnecting After a Suicide Attempt (RAFT)","year":2017,"lang":"en","type":"article","venue":"JMIR Mental Health","topic":"Suicide and Self-Harm Studies","field":"Psychology","cited_by":38,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Health and Medical Research Council; Medical Research Council","keywords":"Psychological intervention; Population; Coping (psychology); Intervention (counseling); Psychology; mHealth; Medicine; eHealth; Nursing; Health care; Clinical psychology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002208455,0.0006945513,0.000338326,0.0006753265,0.0003956306,0.0005036122,0.001024924,0.000696238,0.005962956],"category_scores_gemma":[0.004058426,0.000231403,0.0006549212,0.0001724033,0.0004803758,0.0005542373,0.001166637,0.0006779052,0.000446589],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005955921,"about_ca_system_score_gemma":0.001468414,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005480084,"about_ca_topic_score_gemma":0.001014353,"domain_scores_codex":[0.998652,0.0008373576,0.00009987356,0.000136385,0.0001630316,0.0001113731],"domain_scores_gemma":[0.9989164,0.0005549177,0.0001123903,0.00006252167,0.00009914101,0.0002545434],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.006466723,0.0230543,0.004490733,0.007676367,0.0002206674,0.000823874,0.01162305,0.001784682,0.01887653,0.002344381,0.005636196,0.9170025],"study_design_scores_gemma":[0.06563524,0.5046703,0.1119005,0.007988692,0.003418892,0.003230908,0.02205528,0.02356072,0.0592489,0.006408445,0.1914476,0.0004346148],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9006085,0.0008983677,0.03356445,0.002037188,0.0005053988,0.05008775,0.000444172,0.001076683,0.01077755],"genre_scores_gemma":[0.7193494,0.001578426,0.1888827,0.0009739582,0.0001145011,0.08046161,0.0003143418,0.0000810985,0.008243991],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005962956,"threshold_uncertainty_score":0.01994812,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06556220556885296,"score_gpt":0.4063131781111149,"score_spread":0.3407509725422619,"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."}}