{"id":"W2562605245","doi":"","title":"Insulin, IGFs, and energy balance: Relevance to cancer risk.","year":2006,"lang":"en","type":"article","venue":"Cancer Epidemiology and Prevention Biomarkers","topic":"Metabolism, Diabetes, and Cancer","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University; Jewish General Hospital","funders":"","keywords":"Medicine; Insulin; Energy balance; Balance (ability); Cancer; Relevance (law); Internal medicine; Biology; Physical medicine and rehabilitation; Political 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":[{"model":"gemma","categories":[],"domain":null,"study_design":"theoretical_or_conceptual","genre":"review","about_ca_system":false,"about_ca_topic":false,"confidence":"low","status":"direct model label, unvalidated"},{"model":"gpt","categories":[],"domain":null,"study_design":"not_applicable","genre":"review","about_ca_system":false,"about_ca_topic":false,"confidence":"low","status":"direct model label, unvalidated"}],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004859246,0.0004161972,0.000383502,0.0007523294,0.0002286442,0.00131818,0.0001860093,0.0005380787,0.001963298],"category_scores_gemma":[0.001504305,0.0001569033,0.0002215032,0.0009253276,0.0004115237,0.0003751499,0.000353219,0.0008917387,0.0002459243],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005082701,"about_ca_system_score_gemma":0.0004607187,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003855682,"about_ca_topic_score_gemma":0.00366685,"domain_scores_codex":[0.9998131,0.0000883215,0.00001043742,0.00002428158,0.00004521651,0.00001862794],"domain_scores_gemma":[0.9996603,0.0001344532,0.00009946504,0.00001457256,0.00004813886,0.00004304194],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00335614,0.0004239983,0.5020446,0.001165373,0.0008924413,0.0007908492,0.000181595,0.002159221,0.01682186,0.01166071,0.01173912,0.4487641],"study_design_scores_gemma":[0.0001240257,0.0008094975,0.9172124,0.0005424959,0.0005333686,0.002591823,0.0003491602,0.002233089,0.006094059,0.02738509,0.04205476,0.00007027683],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.204029,0.7536852,0.004845734,0.01411829,0.001040286,0.00006398925,0.001977346,0.00008843951,0.02015166],"genre_scores_gemma":[0.8514401,0.1391092,0.004040109,0.001429374,0.0007675145,0.00003853533,0.0004320496,0.00001002063,0.002733028],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.003855682,"threshold_uncertainty_score":0.007666469,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01407988838596131,"score_gpt":0.3023551782057783,"score_spread":0.288275289819817,"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."}}