{"id":"W4386579481","doi":"10.1097/01.eem.0000722464.84964.b1","title":"Viewpoint","year":2020,"lang":"en","type":"article","venue":"Emergency Medicine News","topic":"Retinal and Optic Conditions","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Pleasure; Harm; Medicine; Psychology; Social psychology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007852176,0.0007507535,0.0003492611,0.0006695594,0.003719676,0.008089019,0.001488977,0.00585853,0.5525775],"category_scores_gemma":[0.004884418,0.0002993762,0.0005643285,0.0005669095,0.001537922,0.005566276,0.003370695,0.005129415,0.3107689],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003221758,"about_ca_system_score_gemma":0.003890184,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01140697,"about_ca_topic_score_gemma":0.01558044,"domain_scores_codex":[0.9990747,0.0001542417,0.00003059258,0.000227019,0.0003300848,0.0001832812],"domain_scores_gemma":[0.9985713,0.0001341768,0.00004481531,0.0001316063,0.0006631323,0.0004550278],"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":[0.00000577889,0.000005885438,0.00006099858,0.00002392265,6.842378e-7,0.00006254191,0.0001198748,0.00001073123,0.00003316995,0.01165757,0.9738729,0.01414601],"study_design_scores_gemma":[0.000001704747,0.000001811944,0.00004420181,0.00004039286,4.565714e-7,0.00006998002,0.0001542033,0.000006977486,0.00001209695,0.001131292,0.9985354,0.000001567548],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0003791155,0.00203653,0.000734738,0.08139195,0.02636273,0.00004626897,0.0006883366,0.0003300773,0.8880304],"genre_scores_gemma":[0.006432382,0.001608049,0.0004382868,0.03945088,0.004133166,0.00003616964,0.0003950855,0.0002583307,0.9472477],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4474225,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08096808579104472,"score_gpt":0.3443422694852524,"score_spread":0.2633741836942077,"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."}}