{"id":"W4318916371","doi":"10.1097/iae.0000000000003723","title":"Correspondence","year":2023,"lang":"en","type":"article","venue":"Retina","topic":"Retinal and Optic Conditions","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Library science; Political science; Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000321186,0.000915302,0.0009941502,0.001159818,0.001754473,0.001547982,0.001271733,0.001811823,0.6733127],"category_scores_gemma":[0.003070009,0.0003308819,0.0003540723,0.0005118774,0.0005717229,0.0008419248,0.0008180248,0.002009935,0.2834021],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003192212,"about_ca_system_score_gemma":0.003695259,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04265558,"about_ca_topic_score_gemma":0.09168301,"domain_scores_codex":[0.9995762,0.00005278206,0.00001416208,0.00009369734,0.0001447474,0.0001184086],"domain_scores_gemma":[0.9976858,0.0002298973,0.0000704594,0.0001090569,0.0008554463,0.001049408],"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":[0.0002031939,0.00007350203,0.001763192,0.0001714988,0.00001700072,0.001477483,0.0001070633,0.0000777572,0.0004766124,0.002137169,0.8938789,0.09961656],"study_design_scores_gemma":[0.00009601098,0.00004937582,0.004025289,0.000261216,0.00001739943,0.003233152,0.0001504015,0.00009439518,0.0002822286,0.0009828127,0.9907846,0.00002303301],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.004814484,0.01671292,0.001377633,0.0319417,0.01610918,0.0003585728,0.00682195,0.0007473349,0.9211162],"genre_scores_gemma":[0.04584565,0.01002055,0.001668164,0.0114981,0.004650016,0.0001343672,0.002467963,0.0004069691,0.9233083],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6733127,"threshold_uncertainty_score":0.4659798,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02571118050601486,"score_gpt":0.3213926024839388,"score_spread":0.295681421977924,"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."}}