{"id":"W2040120396","doi":"10.1002/cncr.22104","title":"Proceedings of a workshop","year":2006,"lang":"en","type":"article","venue":"Cancer","topic":"Adolescent and Pediatric Healthcare","field":"Health Professions","cited_by":154,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Medicine; Cancer; Clinical trial; Gerontology; Young adult; Family medicine; Pediatrics; Demography; Pathology; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001174996,0.00005236071,0.0001162619,0.00003554361,0.0001168799,0.000001074242,0.00006069435,0.0001093389,0.0006560644],"category_scores_gemma":[0.00002220544,0.00004391555,0.00002471677,0.0001831708,0.00001858007,0.00003964936,0.00002133331,0.0002253181,0.00005166628],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007327013,"about_ca_system_score_gemma":0.0001928989,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005566518,"about_ca_topic_score_gemma":0.0001718353,"domain_scores_codex":[0.9993254,0.00001045104,0.0002328895,0.0000963905,0.00009715954,0.000237695],"domain_scores_gemma":[0.9995591,0.00004998262,0.0001214862,0.00004420917,0.0001784092,0.00004681017],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001959805,0.00001110373,0.6986102,0.0004283022,0.000001783393,2.273343e-7,0.0005534588,7.103458e-7,0.0001355008,0.002927691,0.2954256,0.00188584],"study_design_scores_gemma":[0.0008213949,0.00001800556,0.4162116,0.0005547298,0.00002201788,1.913402e-7,0.002258509,0.00002897855,0.0001362569,0.001391284,0.5783936,0.000163361],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9439881,0.001616859,0.00001789818,0.003100654,0.0005237673,0.0003817414,0.00001714087,0.00005725075,0.05029656],"genre_scores_gemma":[0.982758,0.0001433455,0.00008882771,0.0005370154,0.001866115,0.00007002666,0.000002817131,0.00001131928,0.01452247],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.282968,"threshold_uncertainty_score":0.7183444,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07372734291146867,"score_gpt":0.4582493620119746,"score_spread":0.384522019100506,"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."}}