{"id":"W2004758317","doi":"10.1016/s0008-4182(06)80019-0","title":"Robert G. Devenyi, MD, FRCSC, FACS","year":2006,"lang":"en","type":"article","venue":"Canadian Journal of Ophthalmology","topic":"Advances in Oncology and Radiotherapy","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Chemistry","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007103748,0.0004401224,0.0004499354,0.00113764,0.0006880731,0.0007661931,0.0004027556,0.001058299,0.05938884],"category_scores_gemma":[0.005188108,0.0002258755,0.000199414,0.0004308285,0.0005510419,0.0008669503,0.0004604907,0.00195905,0.01636104],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006594553,"about_ca_system_score_gemma":0.001469289,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006236316,"about_ca_topic_score_gemma":0.01152751,"domain_scores_codex":[0.999657,0.00004827004,0.00002063306,0.00007330306,0.0001514223,0.00004928262],"domain_scores_gemma":[0.9983246,0.0003598359,0.00008697117,0.00005729036,0.0006815227,0.0004896922],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001407899,0.00005881646,0.005355477,0.0001896048,0.00001732553,0.002360414,0.0001302193,0.0002275832,0.001240948,0.002819533,0.7453843,0.2420751],"study_design_scores_gemma":[0.0000752118,0.0001150818,0.009217894,0.0004991355,0.00003715153,0.02734871,0.0003539353,0.0005276141,0.002313566,0.002650292,0.956808,0.00005346387],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.03100879,0.1243142,0.01560305,0.4794936,0.03509814,0.000253828,0.001064149,0.001270819,0.3118934],"genre_scores_gemma":[0.2007179,0.1947267,0.01657742,0.04515292,0.02097325,0.0001609235,0.0007015201,0.0005452168,0.5204441],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9406112,"threshold_uncertainty_score":0.1986755,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01349843554802539,"score_gpt":0.3277083388119114,"score_spread":0.314209903263886,"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."}}