{"id":"W1215475990","doi":"","title":"The Role of Leptin in Proliferative Diabetic Retinopathy","year":2003,"lang":"en","type":"article","venue":"Investigative Ophthalmology & Visual Science","topic":"Regulation of Appetite and Obesity","field":"Neuroscience","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Diabetic retinopathy; Leptin; Medicine; Diabetes mellitus; Internal medicine; Ophthalmology; Endocrinology; Obesity","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":[0.0005935931,0.0003175827,0.000494723,0.0008639477,0.0005355612,0.001138632,0.0004773897,0.000768361,0.0009108151],"category_scores_gemma":[0.0007874671,0.0001920216,0.0003238561,0.0004132298,0.0009824979,0.0008981793,0.0005164913,0.00121449,0.0001010085],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007108523,"about_ca_system_score_gemma":0.0006529621,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001735389,"about_ca_topic_score_gemma":0.001694326,"domain_scores_codex":[0.9998042,0.00005950384,0.00001690727,0.00001993431,0.00005035958,0.00004903562],"domain_scores_gemma":[0.9997322,0.00006659549,0.00005716262,0.00001703958,0.00005674948,0.00007017177],"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":[0.01822066,0.001012097,0.03395329,0.002349979,0.000450615,0.01492004,0.001204198,0.002082089,0.4073413,0.04276336,0.00672314,0.4689793],"study_design_scores_gemma":[0.002381221,0.009753939,0.5689738,0.002164967,0.001153618,0.02138289,0.007209972,0.008098524,0.1234352,0.09204564,0.1630476,0.0003526479],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5107937,0.4619369,0.002770188,0.008171733,0.0009292885,0.00003770104,0.0001181256,0.00003504315,0.01520734],"genre_scores_gemma":[0.9108737,0.08131584,0.001848381,0.000769306,0.0009944011,0.00003797839,0.00005760629,0.00001148151,0.004091317],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001735389,"threshold_uncertainty_score":0.00515759,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02973309619006876,"score_gpt":0.3092165425647693,"score_spread":0.2794834463747005,"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."}}