{"id":"W883163132","doi":"","title":"Preventing AMD: Trust Your Genes More Than Your Pigmentation","year":2012,"lang":"en","type":"article","venue":"Investigative Ophthalmology & Visual Science","topic":"Skin Protection and Aging","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Montreal Children's Hospital","funders":"","keywords":"Gene; Genetics; Biology; Computational biology","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":[0.003999887,0.0004707048,0.0008015469,0.0005143973,0.00155608,0.003896967,0.0006142822,0.004395733,0.009498858],"category_scores_gemma":[0.01981043,0.0002655372,0.000534363,0.0002826931,0.004914653,0.00388353,0.001913372,0.007139932,0.002170534],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001333517,"about_ca_system_score_gemma":0.003075947,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004052421,"about_ca_topic_score_gemma":0.005081857,"domain_scores_codex":[0.9960024,0.001787818,0.0001983501,0.000387864,0.001163033,0.000460516],"domain_scores_gemma":[0.9884737,0.004006635,0.001681368,0.00123116,0.002548765,0.002058364],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0007961129,0.001057783,0.03962086,0.001043541,0.0007118827,0.00146055,0.006538924,0.0005548409,0.02167268,0.05686491,0.3398929,0.529785],"study_design_scores_gemma":[0.0002269118,0.0008179515,0.03476161,0.001989399,0.0007326407,0.00419852,0.007289473,0.0004576748,0.01078731,0.1598075,0.7787238,0.000207145],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0422545,0.0756813,0.005166856,0.8196433,0.01955384,0.00002985728,0.0001111595,0.0002591955,0.03729999],"genre_scores_gemma":[0.6090033,0.05708579,0.01123695,0.2505018,0.01368674,0.00006949578,0.0001150172,0.0003043718,0.05799649],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.009498858,"threshold_uncertainty_score":0.03177685,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09301726040328513,"score_gpt":0.4036519658604615,"score_spread":0.3106347054571764,"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."}}