{"id":"W2314985504","doi":"10.1097/01.cot.0000342990.16984.e5","title":"AACR Prevention Conference: Research Roundup","year":2008,"lang":"en","type":"article","venue":"Oncology Times","topic":"Health Systems, Economic Evaluations, Quality of Life","field":"Economics, Econometrics and Finance","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.01883503,0.0001321407,0.0007558813,0.0003879546,0.0005027854,0.00003850554,0.0003226099,0.0003101297,0.005592967],"category_scores_gemma":[0.00251267,0.0001696443,0.00009825994,0.000242941,0.0003220886,0.0004045314,0.00008525671,0.0003785162,0.01572525],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009196182,"about_ca_system_score_gemma":0.0007430694,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005044013,"about_ca_topic_score_gemma":0.0001140929,"domain_scores_codex":[0.9957091,0.0009310016,0.002182431,0.0005254904,0.0001176122,0.0005344084],"domain_scores_gemma":[0.9971655,0.001202725,0.0008454545,0.0004479883,0.000168718,0.0001695944],"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":[0.00002087883,0.0002525552,0.01975821,0.00005675127,0.00005880755,0.000007354722,0.002703947,0.00001710775,0.000008622912,0.2619438,0.7146547,0.0005172195],"study_design_scores_gemma":[0.0009373093,0.0004686729,0.02520363,0.00003272658,0.000003633436,0.00005268073,0.001186945,0.001206255,0.00001345265,0.08175825,0.8888813,0.000255117],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.258882,0.002569251,0.002079952,0.05778497,0.001034172,0.0009581755,0.00006855947,0.0001200475,0.6765029],"genre_scores_gemma":[0.8670028,0.0006374116,0.005146327,0.003800161,0.0007101108,0.0002602535,0.00005895437,0.00003611072,0.1223478],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6081209,"threshold_uncertainty_score":0.995316,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.7380212539729204,"score_gpt":0.5624880388469696,"score_spread":0.1755332151259508,"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."}}