{"id":"W4402401036","doi":"10.1200/jco.24.00791","title":"Just Humor Me","year":2024,"lang":"en","type":"article","venue":"Journal of Clinical Oncology","topic":"Humor Studies and Applications","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Grand River Hospital","funders":"","keywords":"Medicine; Cancer; Internal medicine","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":[0.00170511,0.0007130413,0.000494665,0.0007829854,0.003657604,0.00463457,0.000504359,0.002108386,0.0296905],"category_scores_gemma":[0.01083727,0.0002138984,0.0004765166,0.0004022999,0.00590631,0.00502206,0.004266658,0.004575879,0.01878493],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008691533,"about_ca_system_score_gemma":0.001384638,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008199746,"about_ca_topic_score_gemma":0.001819479,"domain_scores_codex":[0.9975508,0.001210755,0.00004421516,0.000198826,0.0007028669,0.0002924603],"domain_scores_gemma":[0.9950516,0.0009709389,0.0005770992,0.000425899,0.001112979,0.001861488],"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":[0.0001209732,0.0001732411,0.005997152,0.0007211451,0.0001353593,0.0005953211,0.02687736,0.00009611143,0.003737684,0.0361697,0.7325076,0.1928683],"study_design_scores_gemma":[0.00002518993,0.0002053128,0.004098044,0.0007660291,0.00004890862,0.002679731,0.02001597,0.00009409742,0.001541874,0.01956505,0.9508957,0.00006399114],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.05363839,0.03627965,0.02135508,0.2907802,0.02246947,0.0002153253,0.0005434667,0.002792769,0.5719255],"genre_scores_gemma":[0.3845085,0.01754466,0.01033787,0.2027871,0.007030272,0.0002258551,0.0002996989,0.0008025462,0.3764635],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.0296905,"threshold_uncertainty_score":0.09932464,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3627140347450541,"score_gpt":0.624017792063235,"score_spread":0.261303757318181,"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."}}