{"id":"W4309244684","doi":"10.1007/s11920-022-01382-9","title":"Involuntary Celibacy: A Review of Incel Ideology and Experiences with Dating, Rejection, and Associated Mental Health and Emotional Sequelae","year":2022,"lang":"en","type":"review","venue":"Current Psychiatry Reports","topic":"Gender, Feminism, and Media","field":"Social Sciences","cited_by":87,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan; The King's University","funders":"","keywords":"Loneliness; Psychology; Mental health; Rumination; Ideology; Anxiety; Identity (music); Social psychology; Clinical psychology; Psychiatry; Psychotherapist; Developmental psychology; Political science; Cognition","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001813812,0.0003104949,0.001230606,0.0001330974,0.0006816416,0.00002723196,0.0001153309,0.0001346716,0.0002238117],"category_scores_gemma":[0.0002728514,0.0002613566,0.0001075045,0.0004025044,0.0005754016,0.0001408838,0.0001479261,0.0004158351,2.218774e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001505203,"about_ca_system_score_gemma":0.003646388,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002775926,"about_ca_topic_score_gemma":0.0004030105,"domain_scores_codex":[0.9965958,0.0007206963,0.001070933,0.0006964548,0.0005824341,0.0003337079],"domain_scores_gemma":[0.997296,0.00009864051,0.001996293,0.0002252261,0.00006189432,0.0003219868],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000008695432,0.0003722433,0.03646428,0.1045051,0.0002600921,0.0000213247,0.07701878,9.793158e-9,2.270474e-8,0.0004589343,0.05610423,0.7247862],"study_design_scores_gemma":[0.0001279478,0.0001903549,0.0001572793,0.03365763,0.0001679014,0.0003848149,0.02570982,2.329845e-7,7.766035e-9,0.0001087007,0.939232,0.0002633163],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00164553,0.9920279,0.000001888817,0.000500164,0.004245834,0.001070209,0.00004428933,0.00003605956,0.0004281059],"genre_scores_gemma":[0.00007603616,0.9985362,0.0001294529,0.0002674875,0.0002160816,0.0001760077,0.0004620351,0.00002053323,0.0001161668],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8831277,"threshold_uncertainty_score":0.9999838,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06696780876381109,"score_gpt":0.3895451266360076,"score_spread":0.3225773178721965,"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."}}