{"id":"W4381274093","doi":"10.1093/socpro/spad024","title":"On the Social Existence of Mental Health Categories: The Case of Sex Addiction","year":2023,"lang":"en","type":"article","venue":"Social Problems","topic":"Sexuality, Behavior, and Technology","field":"Psychology","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Montréal","funders":"Social Sciences and Humanities Research Council of Canada; Australian National University","keywords":"Medicalization; Addiction; Popularity; Mental health; Psychology; Distress; Mental distress; Qualitative research; Social psychology; Criminology; Sociology; Psychiatry; Social science; Clinical psychology","routes":{"ca_aff":true,"ca_fund":true,"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":[],"consensus_categories":[],"category_scores_codex":[0.0007719381,0.0001014008,0.0002067034,0.00005899333,0.0006593288,0.00000679616,0.0002243517,0.0001617583,0.0002096928],"category_scores_gemma":[0.00002341048,0.00006769289,0.00008519247,0.0004834289,0.0005879097,0.00001962611,0.00006034213,0.0002585385,0.00003810418],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005503643,"about_ca_system_score_gemma":0.00005635499,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004312512,"about_ca_topic_score_gemma":0.0007420604,"domain_scores_codex":[0.9987682,0.0002986814,0.000322979,0.0001883579,0.0001506822,0.0002711421],"domain_scores_gemma":[0.9993175,0.0001474746,0.0002648918,0.0002089394,0.00004400418,0.00001715955],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.00004389589,0.000246479,0.000520319,0.0000288287,0.0001065473,0.00001734013,0.1883159,6.501593e-7,0.0004070453,0.732398,0.04337449,0.03454044],"study_design_scores_gemma":[0.002816861,0.002142714,0.01644859,0.00005089743,0.0001385652,0.0002001235,0.7463493,0.00005061235,0.001062682,0.1956276,0.03452229,0.0005897391],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9757043,0.0000939033,0.000009621617,0.01336238,0.000869318,0.0006593058,0.0001783101,0.0001591236,0.008963723],"genre_scores_gemma":[0.997656,0.00001016735,0.000002211739,0.0002254787,0.0001431489,0.00009874753,0.00002836455,0.00001578265,0.001820083],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5580335,"threshold_uncertainty_score":0.6519257,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08205645866182376,"score_gpt":0.3903654382883243,"score_spread":0.3083089796265006,"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."}}