{"id":"W4223914783","doi":"10.1109/iccmc53470.2022.9754128","title":"Table of Contents","year":2022,"lang":"en","type":"article","venue":"2022 6th International Conference on Computing Methodologies and Communication (ICCMC)","topic":"Retinal Imaging and Analysis","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Artificial Intelligence in Medicine (Canada)","funders":"","keywords":"Table (database); Computer science; Database","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":[0.001257736,0.0001036494,0.0002889202,0.000158349,0.0002532509,0.00003320708,0.0004425415,0.00002523064,0.0005710821],"category_scores_gemma":[0.0005261351,0.00009612845,0.00007898522,0.0001885558,0.0001254714,0.000039487,0.0006504342,0.0003659698,0.000002565463],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004138814,"about_ca_system_score_gemma":0.00004663304,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001866112,"about_ca_topic_score_gemma":0.000002007045,"domain_scores_codex":[0.9983981,0.0005864196,0.0003349646,0.0002134886,0.0003490302,0.0001180376],"domain_scores_gemma":[0.9983836,0.0005860328,0.0002871894,0.0004152498,0.0002875848,0.00004037557],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.002040732,0.001181446,0.1185295,0.0002050393,0.001635362,0.00003181515,0.003529014,0.006197428,0.06198876,0.4018481,0.009415487,0.3933974],"study_design_scores_gemma":[0.006474608,0.002777037,0.1349326,0.0008951356,0.0005835136,0.0004352872,0.0439318,0.6804091,0.01259896,0.04623552,0.06953026,0.00119613],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7721205,0.002617506,0.05128948,0.04498644,0.000836054,0.0005687523,0.0001022091,0.000287221,0.1271918],"genre_scores_gemma":[0.9687008,0.0005223757,0.02847584,0.0006129355,0.00002015295,0.00001346406,0.00008534196,0.000007976796,0.00156115],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6742117,"threshold_uncertainty_score":0.6252949,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2606544726817432,"score_gpt":0.4226418517394004,"score_spread":0.1619873790576571,"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."}}