{"id":"W2922393431","doi":"10.1016/j.ijchp.2019.02.005","title":"The cross-cultural and transdiagnostic nature of unwanted mental intrusions","year":2019,"lang":"en","type":"article","venue":"International Journal of Clinical and Health Psychology","topic":"Body Image and Dysmorphia Studies","field":"Psychology","cited_by":36,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of New Brunswick","funders":"Generalitat Valenciana; Ministerio de Economía y Competitividad","keywords":"Psychology; Context (archaeology); Anxiety; Clinical psychology; Psychiatry; History","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003776195,0.0003864353,0.0004368726,0.001249609,0.0005454721,0.0009149414,0.0004720206,0.000263896,0.0007125176],"category_scores_gemma":[0.01136502,0.000283438,0.0004132098,0.0007433298,0.001325448,0.0006284203,0.001934288,0.0005200781,0.000108489],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003517693,"about_ca_system_score_gemma":0.0002426836,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001897617,"about_ca_topic_score_gemma":0.0033731,"domain_scores_codex":[0.9956998,0.002481393,0.0004706158,0.0003892027,0.0007152354,0.0002437918],"domain_scores_gemma":[0.9939873,0.002219252,0.001905097,0.0008757733,0.0007737183,0.0002387773],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001484893,0.00006465863,0.9590667,0.00008566636,0.0002476835,0.0006121549,0.02327924,0.00007354582,0.002203717,0.0002107976,0.00009794945,0.01390941],"study_design_scores_gemma":[0.000006602474,0.0001284618,0.9760194,0.00004981948,0.00006638162,0.00387492,0.01840776,0.0002109964,0.0005331332,0.0001986453,0.0004831881,0.00002076532],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989579,0.0002243505,0.0002302098,0.00001966608,0.000007112755,0.00001484219,0.00001869287,0.000001879168,0.0005253144],"genre_scores_gemma":[0.9994979,0.0001468333,0.0001805454,0.00002553725,0.00000459622,0.00001441188,0.00005459743,0.000002115676,0.00007339197],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003776195,"threshold_uncertainty_score":0.01997066,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1196901685653063,"score_gpt":0.5942591383298973,"score_spread":0.474568969764591,"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."}}