{"id":"W4322422879","doi":"10.1176/appi.pn.2023.03.3.92","title":"Preliminary Program Guide: Sunday, May 21, 2023","year":2023,"lang":"en","type":"article","venue":"Psychiatric News","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mental health; Context (archaeology); Psychology; Psychological intervention; Mood; Library science; Psychiatry; History","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003434893,0.0002499117,0.0002477451,0.0004510185,0.0001786129,0.00007933076,0.0004650922,0.0001559449,0.002026978],"category_scores_gemma":[0.00004090908,0.000249393,0.0002853757,0.001920566,0.00007416696,0.0001506094,0.0001571102,0.0002633843,0.04002986],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008147216,"about_ca_system_score_gemma":0.0000588461,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007143426,"about_ca_topic_score_gemma":0.0001495325,"domain_scores_codex":[0.9973626,0.000125547,0.0007711978,0.0006115342,0.00029714,0.0008320152],"domain_scores_gemma":[0.9986167,0.0001146869,0.0001931263,0.0007473879,0.00004438294,0.0002837221],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007537444,0.0008327038,0.003986151,0.00006022769,0.00004753923,0.0000355219,0.000103495,0.000001148101,8.128388e-7,0.00513715,0.6886657,0.3010542],"study_design_scores_gemma":[0.0008546677,0.002013378,0.08065138,0.00003374175,0.00004378365,0.00005736435,0.0004632777,0.00002967857,0.000003940994,0.005913246,0.9096447,0.0002908268],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.1106562,0.002214343,0.00009795562,0.02065143,0.02473434,0.002835458,0.0001991182,0.0025881,0.836023],"genre_scores_gemma":[0.4599707,0.00007252425,0.00407668,0.001305144,0.00114897,0.002305197,0.0003000953,0.0001651893,0.5306556],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3493145,"threshold_uncertainty_score":0.9999958,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04665189551394369,"score_gpt":0.4212599303836587,"score_spread":0.3746080348697151,"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."}}