{"id":"W4299579271","doi":"10.24127/trb.v4i2.93","title":"tes1","year":2008,"lang":"en","type":"article","venue":"DOAJ (DOAJ: Directory of Open Access Journals)","topic":"Advanced Breast Cancer Therapies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Thinkpath Engineering Services (Canada)","funders":"","keywords":"Computer science","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":[],"category_scores_codex":[0.0004537325,0.0003331327,0.0009531062,0.0006220533,0.0002642117,0.0001774878,0.00141159,0.0001087968,0.01798409],"category_scores_gemma":[0.0002615167,0.0002854767,0.0002349948,0.0009459903,0.0003106448,0.001703019,0.0004855543,0.0004943364,0.00007085251],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001784897,"about_ca_system_score_gemma":0.0002990187,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003207072,"about_ca_topic_score_gemma":0.00001033257,"domain_scores_codex":[0.9974509,0.0001003165,0.0007368785,0.0004295158,0.0008214213,0.0004609536],"domain_scores_gemma":[0.9977443,0.0001981034,0.0005818066,0.0006579972,0.0004158378,0.0004019846],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001075431,0.000455958,0.7123198,0.0001179842,0.0004274214,0.0004453774,0.0003800107,0.00007677462,0.1921693,0.00007221993,0.03173469,0.06072504],"study_design_scores_gemma":[0.001772871,0.0000261967,0.8467399,0.0005045803,0.0001004578,0.0006322524,0.00007231394,0.00001697326,0.05485279,0.002924151,0.09198352,0.0003739226],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9327611,0.04742068,0.0009516336,0.0007467913,0.0006379643,0.0006952291,0.00003219675,0.0001127408,0.01664171],"genre_scores_gemma":[0.9830225,0.01098153,0.001446409,0.001376609,0.0005148899,0.00004725702,0.00001092745,0.0000921913,0.002507681],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1373165,"threshold_uncertainty_score":0.9999598,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3298125759035234,"score_gpt":0.5881849640931794,"score_spread":0.2583723881896561,"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."}}