{"id":"W2000222520","doi":"10.1097/opx.0b013e31817882ee","title":"Progression: Things We Need to Remember but Often Forget to Think About","year":2008,"lang":"en","type":"article","venue":"Optometry and Vision Science","topic":"Glaucoma and retinal disorders","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"Nova Scotia Health Research Foundation; Glaucoma Research Foundation","keywords":"Computer science; Psychology; Data science","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0006670487,0.0001421948,0.0002235083,0.0004915455,0.0005493613,0.00006189619,0.0002449759,0.00006859553,0.00003371905],"category_scores_gemma":[0.0004588694,0.00009280747,0.00004852445,0.002370023,0.0003509848,0.0003617588,0.0002509559,0.0001618485,0.00008298687],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002410654,"about_ca_system_score_gemma":0.00008800673,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001252916,"about_ca_topic_score_gemma":2.945565e-7,"domain_scores_codex":[0.9979953,0.00001693837,0.0002096621,0.000486015,0.0009032014,0.0003888904],"domain_scores_gemma":[0.9987669,0.00004987674,0.00004626156,0.0003175169,0.0001934615,0.0006259669],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00127276,0.0005986011,0.4782859,0.0002733052,0.00002250874,0.000291824,0.012955,0.000002963802,0.3139032,0.0005416462,0.04327481,0.1485775],"study_design_scores_gemma":[0.001059681,0.00156319,0.898231,0.0008454978,0.00002134869,0.0004489456,0.001645605,0.0005351002,0.0168837,0.00008331812,0.07833134,0.0003512463],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9751148,0.0004192259,0.000641662,0.01641158,0.000226287,0.0004125263,0.000001130781,0.00006138261,0.006711369],"genre_scores_gemma":[0.9758636,0.0001320524,0.01510724,0.005536228,0.00005828853,0.000008241982,0.000001163211,0.00000994021,0.00328327],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4199451,"threshold_uncertainty_score":0.4225298,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0163788739392738,"score_gpt":0.4046050266261552,"score_spread":0.3882261526868814,"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."}}