{"id":"W2421290972","doi":"10.1016/j.ecl.2008.03.002","title":"Preface","year":2008,"lang":"en","type":"article","venue":"Endocrinology and Metabolism Clinics of North America","topic":"Multiple and Secondary Primary Cancers","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; Princess Margaret Cancer Centre","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":[0.00003522191,0.0001310541,0.0006012828,0.00009339125,0.00007714226,0.000001040555,0.00007826724,0.00004957223,0.0001327834],"category_scores_gemma":[0.0001379107,0.0001141916,0.0001083792,0.0001266983,0.0006068285,0.00006145603,0.00005731972,0.000268866,0.0000220323],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00000559335,"about_ca_system_score_gemma":0.0001426975,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003755647,"about_ca_topic_score_gemma":0.000008461756,"domain_scores_codex":[0.9989678,0.00004507315,0.0003534584,0.0002558627,0.0001078282,0.0002699877],"domain_scores_gemma":[0.9991747,0.0001272178,0.0002034351,0.0002823966,0.00007355662,0.0001387655],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005111673,0.0002032342,0.7521066,0.000056829,0.000241185,0.000193148,0.0004021739,0.00001243834,0.0001211241,0.0001489624,0.00206715,0.243936],"study_design_scores_gemma":[0.001184568,0.0001160961,0.6211995,0.000003555226,0.00007491052,0.0001651216,0.00003160188,0.00001610273,0.0001543718,0.00001368237,0.3769706,0.0000699064],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9890095,0.007183212,0.00008963356,0.000534204,0.0002840008,0.0001602141,0.0000248324,0.00003858331,0.00267583],"genre_scores_gemma":[0.9626149,0.03061047,0.00280357,0.002794995,0.0001305033,0.00001112608,0.00002142585,0.00001310524,0.0009999252],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3749034,"threshold_uncertainty_score":0.4656598,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02714520905458606,"score_gpt":0.2916824997909774,"score_spread":0.2645372907363913,"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."}}