{"id":"W4390460092","doi":"10.2196/52763","title":"Translating Suicide Safety Planning Components Into the Design of mHealth App Features: Systematic Review","year":2023,"lang":"en","type":"article","venue":"JMIR Mental Health","topic":"Suicide and Self-Harm Studies","field":"Psychology","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"mHealth; Mobile apps; Medicine; Systematic review; Psychology; Computer science; MEDLINE; Psychological intervention; World Wide Web; Psychiatry; Political science","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":[0.0343252,0.0018924,0.006142684,0.01397124,0.001142417,0.003983706,0.002806707,0.00205411,0.00372231],"category_scores_gemma":[0.1595474,0.001608287,0.009089674,0.01078193,0.001323728,0.004536864,0.0026752,0.001874,0.00050024],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004987922,"about_ca_system_score_gemma":0.02983662,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01053641,"about_ca_topic_score_gemma":0.02756102,"domain_scores_codex":[0.9705843,0.01239152,0.01024017,0.001346476,0.00499816,0.0004393448],"domain_scores_gemma":[0.8736791,0.0939312,0.01428148,0.002469285,0.01500762,0.0006313437],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0001579172,0.00004984127,0.0007809784,0.8930907,0.005134441,0.00009464463,0.000959221,0.0001295307,0.0001714651,0.0003052002,0.001264341,0.09786166],"study_design_scores_gemma":[0.0003145081,0.0003213958,0.002537066,0.9421991,0.03638553,0.0001712616,0.0008048113,0.0001802678,0.0003888938,0.0003921548,0.0162472,0.00005785338],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.004094825,0.9860305,0.002089205,0.0008394704,0.000436338,0.004666668,0.0007946877,0.00005823324,0.00099022],"genre_scores_gemma":[0.04598176,0.9312667,0.0122264,0.001165322,0.0001844863,0.008235848,0.0006393897,0.00003418523,0.0002660284],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.0343252,"threshold_uncertainty_score":0.1815312,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0960454368861547,"score_gpt":0.421937601240567,"score_spread":0.3258921643544123,"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."}}