{"id":"W4408935903","doi":"10.1177/00912174251329440","title":"Prevalence and correlates of problematic pornography use among undergraduate medical students in Egypt","year":2025,"lang":"en","type":"article","venue":"The International Journal of Psychiatry in Medicine","topic":"Sexuality, Behavior, and Technology","field":"Psychology","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Zagazig University","keywords":"Pornography; Anxiety; Depression (economics); Popularity; Clinical psychology; Psychology; Psychiatry; Addiction; Mental health; Quarter (Canadian coin); Medicine; Social psychology","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":[],"consensus_categories":[],"category_scores_codex":[0.0002697519,0.0001511716,0.0001839429,0.0007707047,0.000313533,0.0004485804,0.0002127303,0.0002619909,0.001940881],"category_scores_gemma":[0.001059865,0.0001550884,0.000165941,0.0007558582,0.0002173417,0.0002247307,0.0005174034,0.0002419815,0.0001295585],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003062291,"about_ca_system_score_gemma":0.0003746549,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006781743,"about_ca_topic_score_gemma":0.01056886,"domain_scores_codex":[0.9997193,0.00004327779,0.00004490463,0.00003082171,0.00008526873,0.000076447],"domain_scores_gemma":[0.9993603,0.00005522897,0.0003536709,0.00002097171,0.00008771477,0.0001221471],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001888552,0.00003346888,0.99734,0.00001997095,0.000009395236,0.00007329229,0.0001936701,0.000007608007,0.000204515,0.000009493147,0.00005639637,0.002033353],"study_design_scores_gemma":[0.000001523132,0.00003811322,0.9987929,0.00001454102,0.000004915634,0.0001601583,0.0007509281,0.00003271576,0.00004452735,0.000004996688,0.0001531487,0.000001487154],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994127,0.0001806712,0.00001246762,0.00005919584,0.000001721048,0.000005337359,0.0000826524,0.000001244421,0.0002441122],"genre_scores_gemma":[0.9995333,0.0002062678,0.00003286208,0.0000231997,0.000003264556,0.000003715483,0.0000751973,3.564526e-7,0.000121881],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006781743,"threshold_uncertainty_score":0.01348454,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02013213644629416,"score_gpt":0.3785160294275723,"score_spread":0.3583838929812782,"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."}}