{"id":"W2007813402","doi":"10.1001/jama.2010.60","title":"Does Insulin Therapy Promote, Reduce, or Have a Neutral Effect on Cancers?","year":2010,"lang":"en","type":"article","venue":"JAMA","topic":"Metabolism, Diabetes, and Cancer","field":"Biochemistry, Genetics and Molecular Biology","cited_by":58,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hamilton Health Sciences; McMaster University","funders":"","keywords":"Medicine; Otorhinolaryngology; Family medicine; Neurology; Psychiatry","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":[],"consensus_categories":[],"category_scores_codex":[0.0001836484,0.0001799666,0.0001771765,0.00002765885,0.00006151966,0.00004796363,0.0002002397,0.0002333474,0.0001663181],"category_scores_gemma":[0.00009079633,0.00009570114,0.00009373681,0.00005629547,0.00006908453,0.000004522803,0.00002924313,0.0002305074,0.00001735533],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001120888,"about_ca_system_score_gemma":0.00013387,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009221858,"about_ca_topic_score_gemma":0.0004143371,"domain_scores_codex":[0.9990672,0.00006130404,0.0001312403,0.0003593473,0.0001029168,0.0002780167],"domain_scores_gemma":[0.9993569,0.00001525867,0.000061248,0.000413562,0.00005513277,0.00009791602],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0007322394,0.00004743747,0.0004292491,0.00001413172,0.00004358277,0.000003165218,0.00006862605,0.000002510333,0.4408882,0.00001970763,0.004364836,0.5533863],"study_design_scores_gemma":[0.001178279,0.0005270256,0.001483907,0.000007883679,0.000005941421,0.000001504513,0.000007261262,0.000004351063,0.5631882,0.0000321783,0.4334479,0.0001155748],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9893537,0.007618228,0.00000172204,0.0001368296,0.001194077,0.0003116153,0.00003280383,0.00001822713,0.001332779],"genre_scores_gemma":[0.9852502,0.00814621,0.00009647905,0.001460301,0.002696389,0.0001407861,0.00004372109,0.00003447129,0.002131416],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5532708,"threshold_uncertainty_score":0.3902579,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008621262302126368,"score_gpt":0.2709633973681144,"score_spread":0.2623421350659881,"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."}}