{"id":"W2081512348","doi":"10.3129/can.j.ophthalmol.i07-903","title":"Iqbal Ike K. Ahmed, MD, FRCSC","year":2007,"lang":"lt","type":"article","venue":"Canadian Journal of Ophthalmology","topic":"Medicine and Dermatology Studies History","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Art","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001828399,0.000418062,0.001433,0.001353894,0.0003618854,0.0000117871,0.0004660218,0.0006990625,0.004476782],"category_scores_gemma":[0.0009791139,0.0003828574,0.0003718035,0.0004232177,0.001432898,0.0001033243,0.00003318854,0.001535041,0.0004845132],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008139752,"about_ca_system_score_gemma":0.005507698,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002540295,"about_ca_topic_score_gemma":0.0007636381,"domain_scores_codex":[0.9960437,0.0002009532,0.001547326,0.0003312978,0.0003726344,0.001504093],"domain_scores_gemma":[0.9943753,0.0004581452,0.000789397,0.0004589473,0.0007256986,0.003192465],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"case_report","study_design_scores_codex":[0.0002602852,0.00006275358,0.07571584,0.0001073673,0.000538559,0.5611373,0.001098094,0.000001416981,0.00006198215,0.0002959016,0.3595701,0.001150399],"study_design_scores_gemma":[0.002686786,0.001903713,0.0237423,0.0002950891,0.0004805732,0.6715823,0.002833836,0.000003091069,0.000084901,0.000156658,0.2959345,0.0002962987],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.4110184,0.1106007,0.000182382,0.00342373,0.01412297,0.0002293786,0.00002223609,0.000005681321,0.4603945],"genre_scores_gemma":[0.9837992,0.0002443587,0.0003117527,0.004728274,0.003015154,0.000001249031,0.000008202405,0.00005427338,0.00783751],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5727808,"threshold_uncertainty_score":0.9998623,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03122965934230492,"score_gpt":0.2959291309296113,"score_spread":0.2646994715873064,"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."}}