{"id":"W2584604017","doi":"10.18869/acadpub.jpcp.4.4.211","title":"Psychological Treatment of Major Depression: An Analysis of the Sexual Desire","year":2016,"lang":"en","type":"article","venue":"Practice in Clinical Psychology","topic":"Anxiety, Depression, Psychometrics, Treatment, Cognitive Processes","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Sexual dysfunction; Depression (economics); Sexual function; Sexual desire; Psychology; Clinical psychology; Mindfulness; Anxiety; Psychiatry; Psychotherapist; Human sexuality","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002145251,0.0004408542,0.001304571,0.0007816383,0.00008870727,0.00001281233,0.001020517,0.0008566978,0.002417708],"category_scores_gemma":[0.007606409,0.0002349281,0.0005690726,0.002972677,0.001184314,0.0003584841,0.0001293231,0.0004267335,0.0001469803],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007534069,"about_ca_system_score_gemma":0.00005733041,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001727859,"about_ca_topic_score_gemma":0.0001295863,"domain_scores_codex":[0.9911846,0.003796544,0.002224783,0.001698908,0.0004758112,0.0006193647],"domain_scores_gemma":[0.9821478,0.01297693,0.00185858,0.002290485,0.0004771632,0.0002490891],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002481042,0.01253688,0.5530832,0.000003999617,0.001264544,0.00002684923,0.0003647263,0.000001791041,0.000188661,0.000372093,0.0004734065,0.4292028],"study_design_scores_gemma":[0.00653748,0.003537939,0.9676751,0.00003464372,0.001958311,0.00005353614,0.0007898537,0.000006441663,0.0001367163,0.001984698,0.01700122,0.0002840325],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9690503,0.003434357,0.002212537,0.002982413,0.003245421,0.0007331664,0.0001208077,0.00006554542,0.01815538],"genre_scores_gemma":[0.9876451,0.008410481,0.001531673,0.001247163,0.0003239688,0.000180663,0.00001267606,0.00004458947,0.0006036168],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4289188,"threshold_uncertainty_score":0.9984942,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2837785047215902,"score_gpt":0.571085921632188,"score_spread":0.2873074169105977,"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."}}