{"id":"W4236943245","doi":"10.1023/a:1022550415952","title":"Introduction","year":2003,"lang":"en","type":"article","venue":"Clinical & Experimental Metastasis","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Ottawa Regional Cancer Foundation","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.002003907,0.0002880289,0.0005233368,0.0001043408,0.0001563054,0.00006187918,0.0002340104,0.0001249235,0.009773929],"category_scores_gemma":[0.001468681,0.0002669444,0.000431357,0.0004693025,0.000387642,0.0003154822,0.00007681081,0.0003330638,0.01985773],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000144596,"about_ca_system_score_gemma":0.00005017783,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008005528,"about_ca_topic_score_gemma":0.000001258234,"domain_scores_codex":[0.9962509,0.001035343,0.000991314,0.0008249684,0.0004223152,0.0004751159],"domain_scores_gemma":[0.9983691,0.0002140614,0.0002230751,0.0007728878,0.00007004861,0.0003508156],"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":[0.000767313,0.01080626,0.01157469,0.00001676442,0.0009820908,0.00006959664,0.0004683955,0.00002878088,0.3612033,0.09881073,0.4875666,0.02770543],"study_design_scores_gemma":[0.001251882,0.0003913065,0.0007189252,0.000003575347,0.00007386828,0.00003322479,0.0007281521,0.00000854162,0.4593378,0.000332909,0.5368154,0.0003044069],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9731816,0.002174731,0.0002358703,0.0004787733,0.003843804,0.0004719539,0.00003943374,0.0004291598,0.01914469],"genre_scores_gemma":[0.9853215,0.00001913293,0.01214966,0.0003855931,0.001084248,0.00007219573,0.00002471638,0.0001038582,0.0008390828],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09847783,"threshold_uncertainty_score":0.9999783,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0911950697410314,"score_gpt":0.4246304417801739,"score_spread":0.3334353720391425,"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."}}