{"id":"W3123090661","doi":"10.4103/ijo.ijo_3493_20","title":"Our journey to Maharashtra Ophthalmological Society's virtual conference, 2020","year":2021,"lang":"en","type":"article","venue":"Indian Journal of Ophthalmology","topic":"Retinal and Optic Conditions","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Declaration; Coronavirus disease 2019 (COVID-19); State (computer science); Law; Ophthalmology; Library science; Political science; Disease; Pathology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003736733,0.0002217423,0.0007177108,0.0001489828,0.0001161969,0.00005147542,0.000254657,0.0002711563,0.005069202],"category_scores_gemma":[0.000512935,0.0001794333,0.0005250711,0.0004384657,0.00009982326,0.0001090213,0.00009840744,0.0008851122,0.0002429341],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008467004,"about_ca_system_score_gemma":0.0007529178,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002502043,"about_ca_topic_score_gemma":2.171816e-7,"domain_scores_codex":[0.9979991,0.000137052,0.000740712,0.0002757077,0.0003933299,0.0004541264],"domain_scores_gemma":[0.9977431,0.0001196735,0.0002904678,0.000246314,0.0008354443,0.0007650003],"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":[0.0009367905,0.001467777,0.06186834,0.0001002358,0.001069936,0.8492124,0.002655772,0.00007249875,0.03039879,0.002308388,0.04661401,0.003295077],"study_design_scores_gemma":[0.001427386,0.003629098,0.1359551,0.0001746419,0.0001373568,0.8494595,0.00360641,0.000007205708,0.001971164,0.001370439,0.002057687,0.0002040118],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9680225,0.0002592243,0.0002306774,0.02167293,0.0008465205,0.0001289208,0.00002313726,0.000009351153,0.008806689],"genre_scores_gemma":[0.9869948,0.00004172351,0.00649231,0.0008678263,0.0008710629,0.000005246405,0.00001545413,0.00002125169,0.00469035],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07408675,"threshold_uncertainty_score":0.9958403,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06917635677323206,"score_gpt":0.3565740241243291,"score_spread":0.2873976673510971,"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."}}