{"id":"W6980907916","doi":"","title":"Dean, Fred (audio interview #1 of 6)","year":2020,"lang":"en","type":"other","venue":"CSUN ScholarWorks (California State University, Northridge)","topic":"Lung Cancer Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Commission; Metropolitan area; Politics; Quarter (Canadian coin); Subject (documents); Public transport","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001618819,0.0006022291,0.001289968,0.0006366353,0.0000910852,0.00003656712,0.0004372133,0.0004082118,0.00353362],"category_scores_gemma":[0.0000370548,0.0005779827,0.0005731421,0.0007997486,0.0002052773,0.00009157413,0.0004056914,0.0008299114,0.0008691259],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00050209,"about_ca_system_score_gemma":0.0003375674,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006169839,"about_ca_topic_score_gemma":0.0008395692,"domain_scores_codex":[0.997629,0.0001687371,0.0003940364,0.0008049409,0.0005387545,0.0004645468],"domain_scores_gemma":[0.9978908,0.00005230827,0.0005442904,0.000795949,0.0001653593,0.0005513333],"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":[0.00061727,0.0008865774,0.05908348,0.002756332,0.002784127,0.00201853,0.0002226354,0.00001523485,0.00002930248,0.0001401252,0.8910564,0.04039005],"study_design_scores_gemma":[0.003821177,0.0004174625,0.004100238,0.003304225,0.001253801,0.00002008919,0.0000775948,0.00003115078,0.0001717936,0.00001309547,0.9863018,0.000487572],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01983831,0.03543404,0.006376756,0.00830652,0.002149857,0.005859498,0.01583114,0.001742787,0.9044611],"genre_scores_gemma":[0.1184167,0.05758988,0.00438614,0.002283945,0.001030883,0.00002128341,0.002715981,0.001862179,0.811693],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.09857839,"threshold_uncertainty_score":0.9999088,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01627024916781366,"score_gpt":0.2353211512785727,"score_spread":0.219050902110759,"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."}}