{"id":"W2144702324","doi":"10.1200/jco.2005.09.064","title":"Humor and Oncology","year":2005,"lang":"en","type":"article","venue":"Journal of Clinical Oncology","topic":"Humor Studies and Applications","field":"Psychology","cited_by":33,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre","funders":"","keywords":"Medicine; Specialty; Patient care; Alternative medicine; MEDLINE; Family medicine; Oncology; Nursing; Pathology","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":[0.002599556,0.0000961687,0.0009317336,0.00006578407,0.00007783694,0.000005742225,0.0002081966,0.0003227006,0.001292085],"category_scores_gemma":[0.0007089802,0.0000710806,0.000224766,0.00008161554,0.0003114438,0.00003566023,0.00007524291,0.0007914013,0.0002965954],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000781845,"about_ca_system_score_gemma":0.0002886267,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001060136,"about_ca_topic_score_gemma":0.0001037718,"domain_scores_codex":[0.9972805,0.0003793632,0.001820792,0.0001728356,0.0001158651,0.0002306912],"domain_scores_gemma":[0.9957711,0.002388142,0.001264915,0.0001673001,0.0001353569,0.0002732229],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000406954,0.00152403,0.006542409,0.000002222226,0.0002690322,0.0001336061,0.001359343,0.000002772011,0.00002882538,0.02633378,0.09492961,0.8684674],"study_design_scores_gemma":[0.002426653,0.003640658,0.09260606,0.000004004323,0.00008598044,0.0003829537,0.001475344,0.000008364109,0.000002632502,0.0007782148,0.8985226,0.00006652012],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6716729,0.001707761,0.0001974579,0.06076757,0.002008699,0.0001296774,0.000003389233,0.00001433473,0.2634982],"genre_scores_gemma":[0.9814306,0.0007070045,0.006262396,0.005699714,0.003566437,0.000009743756,3.89285e-7,0.00001140966,0.002312246],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8684009,"threshold_uncertainty_score":0.9996209,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2542699197166042,"score_gpt":0.5961172221865416,"score_spread":0.3418473024699374,"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."}}