{"id":"W1971481503","doi":"10.1080/08897070109511442","title":"Alexithymia in Egyptian Substance Abusers","year":2001,"lang":"en","type":"article","venue":"Substance Abuse","topic":"Psychosomatic Disorders and Their Treatments","field":"Medicine","cited_by":39,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Alexithymia; Polysubstance dependence; Psychiatry; Substance abuse; Toronto Alexithymia Scale; Psychology; Clinical psychology; Heroin; Medicine; Drug","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":[],"consensus_categories":[],"category_scores_codex":[0.0001078992,0.0002379191,0.0003536148,0.0001539622,0.00005026708,0.00001738211,0.00014981,0.0000948333,0.0003444981],"category_scores_gemma":[0.00000830817,0.0002101148,0.00009396337,0.0006773862,0.00008460793,0.0001882543,0.000002292758,0.0001700745,0.0003192731],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001407193,"about_ca_system_score_gemma":0.00003085992,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004735267,"about_ca_topic_score_gemma":0.002220253,"domain_scores_codex":[0.9984707,0.00002441964,0.0003323705,0.0003855856,0.0002871596,0.0004997569],"domain_scores_gemma":[0.9990775,0.00003465733,0.00008397502,0.0005877033,0.00004298681,0.0001731798],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005772404,0.0007187693,0.9853839,0.0000484529,0.00007957026,0.0008749047,0.009020926,0.00001238537,0.0004489579,0.0004055159,0.001020715,0.001408623],"study_design_scores_gemma":[0.01177213,0.0002419589,0.9557117,0.002569719,0.00005245573,0.0001405798,0.002446486,0.0001552776,0.0005193908,0.003103742,0.02273937,0.0005471519],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9704043,0.002251718,0.00008495113,0.0004491338,0.0002225073,0.0004400498,0.000004019265,0.0001065367,0.02603682],"genre_scores_gemma":[0.989097,0.005526372,0.001044998,0.0007658779,0.00005775572,0.00006262106,0.0000223248,0.00004664822,0.003376391],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0296722,"threshold_uncertainty_score":0.8568234,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01903863249884408,"score_gpt":0.2713415377455592,"score_spread":0.2523029052467152,"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."}}