{"id":"W2079017844","doi":"10.1097/opx.0b013e31820e6a6a","title":"Myopia: Why Study the Mechanisms of Myopia? Novel Approaches to Risk Factors Signaling Eye Growth‐ How Could Basic Biology Be Translated into Clinical Insights? Where Are Genetic and Proteomic Approaches Leading? How Does Visual Function Contribute to and Interact with Ametropia? Does Eye Shape Matter? Why Ametropia at All?","year":2011,"lang":"en","type":"article","venue":"Optometry and Vision Science","topic":"Ophthalmology and Visual Impairment Studies","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"University of Manchester","keywords":"Optometry; Biology; Neuroscience; Cognitive science; Computational biology; Medicine; Psychology","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":[0.00130448,0.0004537695,0.0009234205,0.000667417,0.0007041137,0.0001466916,0.0002797356,0.0002138605,0.00002397816],"category_scores_gemma":[0.0003515479,0.0002145563,0.00007885556,0.001157354,0.001399909,0.0004229858,0.0004115404,0.0004496266,0.000001602775],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005615619,"about_ca_system_score_gemma":0.00003186567,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008688183,"about_ca_topic_score_gemma":0.00003405449,"domain_scores_codex":[0.9970282,0.0003423974,0.0004895568,0.001203584,0.0004452046,0.0004911119],"domain_scores_gemma":[0.9982871,0.0004141546,0.0003926048,0.0003274189,0.0002099724,0.0003687554],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001643636,0.0008525551,0.9619057,0.0001901862,0.0003107541,0.000003614221,0.005162923,0.000001273187,0.02909844,0.00003599666,0.00001187705,0.0007830868],"study_design_scores_gemma":[0.002010797,0.02091762,0.9542144,0.0002029674,0.0004053359,0.00001151768,0.01099075,0.0006928322,0.0100958,0.00009599087,0.0000273015,0.0003346872],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9773611,0.0001990517,0.01728002,0.002968879,0.0001969069,0.001928664,0.00002755756,0.00003383918,0.000004006982],"genre_scores_gemma":[0.99641,0.00006780201,0.002804568,0.0005233699,0.0000426442,0.00007754385,0.000004967109,0.00002536947,0.00004376446],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02006507,"threshold_uncertainty_score":0.8749354,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09496254195776976,"score_gpt":0.3903576482157067,"score_spread":0.2953951062579369,"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."}}