{"id":"W2905169739","doi":"10.2196/11306","title":"Child Maltreatment Disclosure to a Text Messaging–Based Crisis Service: Content Analysis","year":2018,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Child Abuse and Trauma","field":"Psychology","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Text messaging; Short Message Service; Content analysis; Internet privacy; Service (business); Psychology; Content (measure theory); Medical emergency; Computer science; Medicine; Computer security; Business; Telecommunications","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":[0.007985142,0.0002965658,0.0004237763,0.007752595,0.001404568,0.002086628,0.0005967424,0.0004588267,0.00154054],"category_scores_gemma":[0.03417418,0.0002925188,0.0006190815,0.00811905,0.001373684,0.001726762,0.002354869,0.000614679,0.000274467],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003140859,"about_ca_system_score_gemma":0.003348205,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003787659,"about_ca_topic_score_gemma":0.005076423,"domain_scores_codex":[0.9944982,0.002807191,0.0007907712,0.0004008257,0.001105516,0.0003975282],"domain_scores_gemma":[0.9666822,0.0226961,0.00438366,0.0007498572,0.005004936,0.0004833493],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0006136103,0.0006403541,0.3808706,0.003981953,0.000157342,0.001000224,0.4728268,0.0006512746,0.01020331,0.002412406,0.004731682,0.1219105],"study_design_scores_gemma":[0.00004750171,0.0004301356,0.6126397,0.001766107,0.0001965004,0.0007161344,0.3515698,0.007084524,0.005065235,0.001452209,0.01892151,0.0001106387],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9928488,0.0001443921,0.002283221,0.0002533053,0.00001316186,0.001646339,0.001311754,0.00002404736,0.001475081],"genre_scores_gemma":[0.9672132,0.0006818904,0.02204969,0.0002140525,0.00004116394,0.005497109,0.003261576,0.00004800149,0.0009933243],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007985142,"threshold_uncertainty_score":0.04223001,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06904005112379019,"score_gpt":0.3897634978016081,"score_spread":0.3207234466778179,"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."}}