{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001308697,0.0001724581,0.0004143376,0.0002553013,0.0001835123,0.0008692966,0.000172791,0.000887068,0.01843611],"category_scores_gemma":[0.004584632,0.00008766377,0.0007819567,0.0003422982,0.000464163,0.0006232407,0.0002149459,0.0007875013,0.001505117],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002879628,"about_ca_system_score_gemma":0.0004056612,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009363962,"about_ca_topic_score_gemma":0.001131983,"domain_scores_codex":[0.9996722,0.0001774566,0.0000345569,0.00003042481,0.00004593404,0.00003952971],"domain_scores_gemma":[0.9987788,0.0008323679,0.000161602,0.00004406815,0.00006106657,0.0001221585],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.03971849,0.002799617,0.03162169,0.0056914,0.002199988,0.0004101346,0.0002489354,0.0002156075,0.004811175,0.005225363,0.03642268,0.8706349],"study_design_scores_gemma":[0.0385458,0.04631358,0.3553792,0.01623192,0.01584029,0.003870161,0.004413174,0.001701376,0.02132972,0.02827124,0.4677945,0.0003090365],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4057814,0.2818665,0.001563578,0.1543113,0.01076795,0.0002811427,0.002453835,0.0002645306,0.1427098],"genre_scores_gemma":[0.8167322,0.1400933,0.002075536,0.02114224,0.004475363,0.0001515006,0.0005449859,0.00005984761,0.01472509],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01843611,"threshold_uncertainty_score":0.06167489,"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."}}