{"id":"W2128521382","doi":"10.1002/chp.114","title":"Tough decisions: Informed by science or wishful thinking?","year":2007,"lang":"en","type":"article","venue":"Journal of Continuing Education in the Health Professions","topic":"Nosocomial Infections in ICU","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Wishful thinking; Psychology; Medicine; Social psychology","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":[0.05171017,0.0008170895,0.001285601,0.002510367,0.003188549,0.01319423,0.002357879,0.008449165,0.01439887],"category_scores_gemma":[0.2200775,0.0006551988,0.001210579,0.001428667,0.03232961,0.02214617,0.005319333,0.01167283,0.002234897],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003178527,"about_ca_system_score_gemma":0.008736774,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001688699,"about_ca_topic_score_gemma":0.001994742,"domain_scores_codex":[0.9740404,0.01753962,0.001420039,0.00164726,0.003863692,0.001488872],"domain_scores_gemma":[0.8307384,0.1308482,0.01270885,0.009630608,0.009822672,0.006251347],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004514966,0.0002474719,0.007881979,0.000644405,0.0002986081,0.001264254,0.0126574,0.002114526,0.0004297975,0.820392,0.05358201,0.1000362],"study_design_scores_gemma":[0.00004174338,0.00002063497,0.0003668987,0.0002274998,0.00002498373,0.0001929878,0.002343685,0.001133439,0.0001412107,0.9841713,0.01130524,0.00003031416],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.03281319,0.01072951,0.09351108,0.7248419,0.004187671,0.0001791178,0.0002268755,0.0002226077,0.1332881],"genre_scores_gemma":[0.8622036,0.00908032,0.04870169,0.06668088,0.00483489,0.0003217856,0.0001637387,0.0001811419,0.007831962],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.05171017,"threshold_uncertainty_score":0.2734728,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04233518344258635,"score_gpt":0.4723622907107218,"score_spread":0.4300271072681354,"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."}}