{"id":"W4212896580","doi":"10.3747/co.v16i0.446","title":"Preface","year":2009,"lang":"en","type":"article","venue":"Current Oncology","topic":"Multiple and Secondary Primary Cancers","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre Hospitalier de l’Université de Montréal","funders":"","keywords":"Medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0000665036,0.00007135509,0.000195492,0.00004492477,0.0000273193,0.000002939799,0.00005049808,0.00005809165,0.0007320136],"category_scores_gemma":[0.00003005234,0.00006042353,0.00005607726,0.00006375535,0.00003285411,0.00003660866,0.00001053987,0.0001894624,0.0001321265],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001867015,"about_ca_system_score_gemma":0.0002302931,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001124569,"about_ca_topic_score_gemma":0.000001726076,"domain_scores_codex":[0.9994473,0.00002218095,0.0001303062,0.0001527201,0.00007705283,0.0001704287],"domain_scores_gemma":[0.9996446,0.00002318327,0.00003392753,0.0001516946,0.00003591121,0.0001107183],"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":[0.000178884,0.0002950378,0.004921772,0.00002276612,0.00001114804,0.00002388111,0.0002030364,0.000001415292,0.002055485,0.0004081773,0.04790652,0.9439719],"study_design_scores_gemma":[0.001538552,0.0008593759,0.05723739,0.00001532902,0.00002836048,0.00004846738,0.00002442609,0.0001138391,0.0004532761,0.0001569594,0.9394611,0.00006290834],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7808217,0.005953046,0.0003728806,0.008873198,0.002020303,0.0004597766,0.000006346756,0.0001471198,0.2013456],"genre_scores_gemma":[0.9939507,0.0005244879,0.0005688893,0.003208739,0.0004758189,0.00000922233,0.00004149569,0.000006528733,0.001214136],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.943909,"threshold_uncertainty_score":0.8015035,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.136545405507918,"score_gpt":0.4464307940814162,"score_spread":0.3098853885734982,"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."}}