{"id":"W4256139584","doi":"10.1007/s11606-016-3749-4","title":"Thought Bubbles","year":2016,"lang":"en","type":"article","venue":"Journal of General Internal Medicine","topic":"Ophthalmology and Visual Health Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001026042,0.0001199484,0.0004751718,0.0002986453,0.00003760991,0.000003223176,0.0001779554,0.00009732509,0.001922062],"category_scores_gemma":[0.000710519,0.00005213487,0.0001154341,0.0001293733,0.0002477925,0.0001030681,0.00003737004,0.0003802324,0.00006527187],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001089997,"about_ca_system_score_gemma":0.0001680262,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005118346,"about_ca_topic_score_gemma":0.000001894983,"domain_scores_codex":[0.9982835,0.0001047085,0.0006618662,0.0001157729,0.0005460404,0.0002881226],"domain_scores_gemma":[0.9984062,0.0002396918,0.0002762588,0.0001496483,0.0004948477,0.0004333903],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.008201689,0.0004636572,0.2151687,0.0002584993,0.0004599576,0.006179117,0.0002584987,4.796101e-7,0.4126571,0.003036358,0.2353816,0.1179343],"study_design_scores_gemma":[0.02241224,0.03916208,0.3966935,0.009162026,0.0003512363,0.07327884,0.0002559815,0.00006610245,0.09858559,0.004031105,0.3556544,0.0003468569],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9346946,0.002390609,0.001148096,0.04572453,0.001442851,0.00009540061,0.000001548914,0.000009121245,0.01449317],"genre_scores_gemma":[0.9287837,0.0009386763,0.000891659,0.001524111,0.005190977,0.000001395753,4.747321e-7,0.00001606328,0.06265295],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3140715,"threshold_uncertainty_score":0.9989903,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1515642573892362,"score_gpt":0.5218824541467119,"score_spread":0.3703181967574757,"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."}}