{"id":"W4245911885","doi":"10.1177/070674371205701101","title":"Prevalence Inflation","year":2012,"lang":"en","type":"letter","venue":"The Canadian Journal of Psychiatry","topic":"Birth, Development, and Health","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Hotchkiss Brain Institute; University of Calgary","funders":"","keywords":"Psychology; Medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.003652227,0.0002853397,0.0007400672,0.001692519,0.001570326,0.002674913,0.0006864586,0.005924172,0.0277804],"category_scores_gemma":[0.03776167,0.0002789459,0.0006897308,0.001202632,0.0008241652,0.001974468,0.00119746,0.006168019,0.00522254],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005462595,"about_ca_system_score_gemma":0.00348256,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03661433,"about_ca_topic_score_gemma":0.05775449,"domain_scores_codex":[0.9952181,0.001261905,0.0003955052,0.0006464144,0.001604553,0.0008734229],"domain_scores_gemma":[0.9875184,0.00356979,0.001159073,0.0006672945,0.005081193,0.002004228],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001155253,0.00004367678,0.02023385,0.0001056629,0.00004228724,0.0003933629,0.000179339,0.000130437,0.0001787443,0.03112985,0.9025022,0.04494516],"study_design_scores_gemma":[0.0001082476,0.00009902968,0.07419718,0.0004955725,0.00007632742,0.002968435,0.0005972873,0.00164023,0.0003156705,0.02661023,0.8928331,0.00005874022],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.007529401,0.003278478,0.0009263984,0.8740142,0.0132677,0.00003124892,0.002775645,0.0001246419,0.09805241],"genre_scores_gemma":[0.243544,0.004730057,0.001174933,0.5945079,0.06072287,0.0001387969,0.003003558,0.0001459396,0.09203212],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.03661433,"threshold_uncertainty_score":0.09293467,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02442723079282723,"score_gpt":0.274400804026588,"score_spread":0.2499735732337608,"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."}}