{"id":"W6961255747","doi":"10.1371/journal.pone.0280710.s002","title":"#SafeHandsSafeHearts intervention.","year":2024,"lang":"en","type":"article","venue":"Figshare","topic":"Graph Theory and Algorithms","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Intervention (counseling); Anxiety; Transgender; Distress; Public health; Men who have sex with men; Transgender women; Health equity; Sexual minority","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009322606,0.0006376368,0.0005237098,0.0003975963,0.001183762,0.0004481289,0.00108189,0.0007633938,0.09406307],"category_scores_gemma":[0.001982391,0.0002874465,0.0006649886,0.000271234,0.0004277715,0.0004870765,0.001421711,0.0008835765,0.00500572],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003005137,"about_ca_system_score_gemma":0.01056588,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1583521,"about_ca_topic_score_gemma":0.3814302,"domain_scores_codex":[0.999478,0.0001272312,0.00002673373,0.00008535349,0.00008092073,0.0002018558],"domain_scores_gemma":[0.9991863,0.0001560515,0.00006511483,0.00005035025,0.0001193572,0.000422756],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0149987,0.02171974,0.01210586,0.004383695,0.0001987113,0.0003019252,0.004085151,0.0007581204,0.003388132,0.001775502,0.124658,0.8116264],"study_design_scores_gemma":[0.05299301,0.04133822,0.2922256,0.003808429,0.001338795,0.0002729423,0.00689533,0.004293863,0.00763854,0.004333708,0.5846226,0.0002389967],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.6812069,0.001946284,0.01022904,0.008407154,0.002208224,0.09201853,0.04642218,0.004498706,0.1530629],"genre_scores_gemma":[0.7013617,0.001663548,0.04221609,0.003845132,0.0003561322,0.1001558,0.01018183,0.0001783842,0.1400414],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.905937,"threshold_uncertainty_score":0.3148607,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01859168672940338,"score_gpt":0.2552350840331178,"score_spread":0.2366433973037144,"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."}}