{"id":"W1974452198","doi":"10.1097/01.rti.0000189989.65271.79","title":"Minority Opinion","year":2005,"lang":"en","type":"article","venue":"Journal of Thoracic Imaging","topic":"Pancreatic and Hepatic Oncology Research","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre; University of Toronto","funders":"","keywords":"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008454703,0.00006287431,0.0002905485,0.0001590202,0.0000488869,0.00001329157,0.00008188401,0.00003027061,0.0002227238],"category_scores_gemma":[0.0002456421,0.00004651185,0.0001018263,0.00009348321,0.00005764694,0.0001723707,0.00002411333,0.0003305367,0.00005276306],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001218601,"about_ca_system_score_gemma":0.0002105336,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005664374,"about_ca_topic_score_gemma":4.786051e-7,"domain_scores_codex":[0.9990857,0.00005569695,0.0003172666,0.00006373611,0.0003003268,0.0001772973],"domain_scores_gemma":[0.9992682,0.00008139489,0.0001630457,0.0001103721,0.0002311401,0.0001457924],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004612457,0.0002218379,0.6212437,0.0001063766,0.0000948166,0.0002103231,0.0002578727,0.00000411378,0.003824535,0.00006159546,0.01670584,0.3568078],"study_design_scores_gemma":[0.003905646,0.0008962697,0.6286789,0.001249453,0.0007919964,0.02019219,0.0009424525,0.01614806,0.009361232,0.001009046,0.3164618,0.0003629268],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9258521,0.004456086,0.004432184,0.02235247,0.0003854553,0.0001282983,8.340024e-7,0.00001644151,0.0423762],"genre_scores_gemma":[0.9718075,0.0002651039,0.02434228,0.0006374285,0.001639646,7.437882e-7,7.513599e-7,0.000007064304,0.001299486],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3564448,"threshold_uncertainty_score":0.2438669,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03847060966281755,"score_gpt":0.4329583918718158,"score_spread":0.3944877822089982,"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."}}