{"id":"W7021511238","doi":"","title":"Our Contributors","year":2006,"lang":"en","type":"article","venue":"Archivaria","topic":"Cancer Immunotherapy and Biomarkers","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001789208,0.0008492865,0.0005914583,0.002443667,0.00217383,0.005092609,0.001462285,0.001893775,0.6334228],"category_scores_gemma":[0.01335272,0.0003048004,0.0004072366,0.00109333,0.0006853734,0.001730453,0.003223641,0.002376554,0.4489826],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001245056,"about_ca_system_score_gemma":0.003672417,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001532857,"about_ca_topic_score_gemma":0.002978473,"domain_scores_codex":[0.9984372,0.0003094163,0.00008540215,0.0002908344,0.0006410624,0.0002360261],"domain_scores_gemma":[0.9916229,0.0008937235,0.0004323393,0.001034733,0.00368601,0.002330373],"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":[0.00003162806,0.00002769302,0.0004477564,0.00008684897,0.000003462085,0.0001764378,0.0001226415,0.00002561582,0.0002465178,0.004889847,0.8993394,0.09460212],"study_design_scores_gemma":[0.00000343274,0.000003285144,0.0001494603,0.00003786914,0.000001882009,0.0001178319,0.00007442761,0.00001924809,0.00007846599,0.0005225116,0.9989892,0.000002364285],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.002487598,0.007332155,0.004374515,0.06392869,0.08894237,0.0003877715,0.003945496,0.002736975,0.8258645],"genre_scores_gemma":[0.004083192,0.001159735,0.001016004,0.003757927,0.004174791,0.00008370706,0.0006829714,0.0003300188,0.9847118],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6334228,"threshold_uncertainty_score":0.5228779,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01212912954507654,"score_gpt":0.2726938538607607,"score_spread":0.2605647243156841,"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."}}