{"id":"W1905411498","doi":"10.1002/acp.2941","title":"Stimulus Sequence Features Influence Physicians' Response Tendencies in Radiological Image Interpretation","year":2013,"lang":"en","type":"article","venue":"Applied Cognitive Psychology","topic":"Sports Analytics and Performance","field":"Economics, Econometrics and Finance","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Psychology; Heuristics; Stimulus (psychology); Perception; Randomness; Cognitive psychology; Social psychology; Computer science; Neuroscience","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000438061,0.0001781898,0.0003603699,0.0002553631,0.00005999723,0.00005591227,0.0002190976,0.0001473201,0.0005333032],"category_scores_gemma":[0.0001726241,0.0001846835,0.00005739677,0.0003166721,0.0003095356,0.0002403498,0.00004262341,0.0003092826,0.001424781],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004930511,"about_ca_system_score_gemma":0.00001168851,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000134095,"about_ca_topic_score_gemma":0.00001523919,"domain_scores_codex":[0.9985783,0.00002915575,0.0004607858,0.0005398485,0.00003627958,0.0003556659],"domain_scores_gemma":[0.9992321,0.0002011804,0.0002367733,0.000209145,0.0000712254,0.00004954455],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.008178205,0.001689389,0.4411469,0.0001272055,0.0004679114,0.0002768544,0.02053362,0.002153327,0.07042565,0.2801679,0.009028595,0.1658045],"study_design_scores_gemma":[0.000746839,0.0001388498,0.9567782,0.00002349384,0.000004243384,0.00001203988,0.000365508,0.001725905,0.0001679378,0.03921742,0.0005375877,0.0002819591],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9672455,0.0002622241,0.003573837,0.0006833965,0.0001295624,0.0003504221,0.00004567797,0.00003336334,0.02767603],"genre_scores_gemma":[0.9948999,0.0001343683,0.0003943272,0.004093886,0.00004429132,0.0001966415,0.00002317857,0.00001518683,0.0001982723],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5156313,"threshold_uncertainty_score":0.9993528,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02547452039954659,"score_gpt":0.2855435277605137,"score_spread":0.2600690073609672,"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."}}