{"id":"W2061798997","doi":"10.1080/08964280903521321","title":"A Computerized Stroop Task to Assess Cancer-Related Cognitive Biases","year":2010,"lang":"en","type":"article","venue":"Behavioral Medicine","topic":"Cancer, Stress, Anesthesia, and Immune Response","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"Columbia College","funders":"","keywords":"Stroop effect; Psychology; Cognition; Audiology; Psychometrics; Task (project management); Replicate; Developmental psychology; Clinical psychology; Cognitive psychology; Medicine; Psychiatry; Statistics","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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002740428,0.0003562061,0.0008414329,0.0003168432,0.0001239797,0.0000224629,0.000186385,0.0002037921,0.001588875],"category_scores_gemma":[0.0004093991,0.0002804931,0.0001315773,0.0005380995,0.0003139106,0.00009332417,0.00006207109,0.0006134419,0.0000798792],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009138542,"about_ca_system_score_gemma":0.0003504935,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002191816,"about_ca_topic_score_gemma":0.0003298345,"domain_scores_codex":[0.9978401,0.00008708135,0.0005393158,0.0004937531,0.0005401029,0.0004996645],"domain_scores_gemma":[0.998183,0.0003158367,0.0001584214,0.0004392089,0.0003593401,0.0005442443],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.00654624,0.002141973,0.04214546,0.000150873,0.0002648804,0.001426843,0.004960193,0.00000356732,0.6608955,0.0000582382,0.01713189,0.2642743],"study_design_scores_gemma":[0.03270969,0.01071568,0.8134909,0.007579339,0.003711101,0.001992224,0.003045502,0.0003769665,0.02653611,0.00001850036,0.09844165,0.001382339],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9917086,0.0006193893,0.00006387636,0.003968525,0.001839983,0.001104672,0.00005646786,0.0002765351,0.0003619949],"genre_scores_gemma":[0.9949821,0.0001592341,0.0004785552,0.001160594,0.00129948,0.0002050061,0.0001673359,0.00006323837,0.001484435],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7713454,"threshold_uncertainty_score":0.9999647,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1063297843856112,"score_gpt":0.4114665788521299,"score_spread":0.3051367944665188,"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."}}