{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009865015,0.0001920058,0.0002276255,0.0002398612,0.0005016396,0.00004108226,0.0001877933,0.00008714437,0.0002523594],"category_scores_gemma":[0.0005764843,0.0001640633,0.00006617604,0.0009295463,0.001867089,0.0006499397,0.0001378673,0.0002549727,0.00009769396],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001494799,"about_ca_system_score_gemma":0.0002093638,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000979952,"about_ca_topic_score_gemma":3.580741e-7,"domain_scores_codex":[0.9980847,0.0001161389,0.0002776422,0.0004289683,0.0004628047,0.0006297593],"domain_scores_gemma":[0.9989842,0.00004802423,0.000192153,0.0001810776,0.0001563446,0.0004382398],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.00001300094,0.00008784774,0.4347458,0.00001423863,0.00001204767,0.00002648437,0.002124465,0.000003282846,0.5618867,0.00006482552,0.00001145883,0.001009755],"study_design_scores_gemma":[0.0003235739,0.0001897078,0.5413437,0.00006476571,0.00002802432,0.0009068509,0.002387477,0.0003297702,0.4538803,0.0003508564,0.0000570618,0.000137895],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9954159,0.0001965066,0.00003199721,0.0008015266,0.000572698,0.0004188902,0.000001800845,0.00007672288,0.002483969],"genre_scores_gemma":[0.995104,0.000003070803,0.003000094,0.0004627421,0.0003350253,0.00005746967,0.000006469624,0.0000167932,0.001014298],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1080065,"threshold_uncertainty_score":0.6879366,"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."}}