{"id":"W2757139168","doi":"10.2196/iproc.8585","title":"Feasibility of an Automated System Counselor for Survivors of Sexual Assault","year":2017,"lang":"en","type":"article","venue":"Iproceedings","topic":"Sexual Assault and Victimization Studies","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Anonymity; Psychology; Sexual assault; Stigma (botany); Clinical psychology; Mental health; Internet privacy; Psychiatry; Medicine; Suicide prevention; Poison control; Computer security; Medical emergency; Computer 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001506066,0.0000922656,0.0002891739,0.00004317919,0.0009707524,0.00007256243,0.000371472,0.0001228496,0.000007868917],"category_scores_gemma":[0.0009695121,0.0000842929,0.00003502277,0.000109044,0.0003867499,0.0004346689,0.00003260924,0.00004383371,0.000001601729],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000547302,"about_ca_system_score_gemma":0.0000915687,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005638871,"about_ca_topic_score_gemma":0.001880616,"domain_scores_codex":[0.9988385,0.00002323908,0.0002920466,0.0002200677,0.000427591,0.0001985366],"domain_scores_gemma":[0.9977905,0.0000974267,0.000481527,0.0001707415,0.001389148,0.00007067987],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0005353828,0.000634123,0.7440012,0.002204264,0.0002612417,0.000001154126,0.163529,0.00002521885,0.01062957,0.06602966,0.007171736,0.004977549],"study_design_scores_gemma":[0.004267225,0.001345051,0.3866639,0.0002681772,0.0003290187,0.000002213844,0.5631568,0.02146365,0.00806042,0.001386313,0.01205259,0.00100459],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9900877,0.00002028622,0.0001118944,0.0001763032,0.0003549763,0.0004099848,0.00005000734,0.000245858,0.008543002],"genre_scores_gemma":[0.9988196,0.000004047801,0.0005897734,0.00001005531,0.0001323941,0.00002049865,0.000004330131,0.000009455643,0.0004097882],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3996279,"threshold_uncertainty_score":0.8524323,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08846887677398996,"score_gpt":0.4093939940380686,"score_spread":0.3209251172640787,"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."}}