{"id":"W6930923757","doi":"10.5281/zenodo.14719715","title":"Miltochrista dharma","year":2025,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Retinal Imaging and Analysis","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Dharma; Rothschild; Type (biology); Bequest","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":[],"consensus_categories":[],"category_scores_codex":[0.0001687715,0.0007091657,0.000207893,0.001158236,0.001889066,0.0007012713,0.0006420717,0.0005499998,0.03444901],"category_scores_gemma":[0.000402777,0.0002114543,0.0001489947,0.0008429615,0.0007946467,0.001057432,0.001184644,0.0008204675,0.01149278],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001122837,"about_ca_system_score_gemma":0.0006361085,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008988962,"about_ca_topic_score_gemma":0.02878822,"domain_scores_codex":[0.9997213,0.00003437027,0.00001723709,0.0001013408,0.00008197032,0.00004363112],"domain_scores_gemma":[0.9998804,0.00001846061,0.00004148162,0.00002589783,0.0000250214,0.000008688116],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0002349532,0.00005507648,0.007531992,0.0009337904,0.00003883461,0.001926977,0.00453112,0.0002921682,0.01897438,0.02742075,0.09748172,0.8405783],"study_design_scores_gemma":[0.000005951376,0.00003210929,0.01420057,0.0001864826,0.00001732563,0.001534819,0.0005314475,0.00005592419,0.001240141,0.0007295292,0.9814554,0.00001030824],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.04176486,0.02235779,0.002476581,0.001607842,0.0009440359,0.0002155579,0.002508614,0.0004862614,0.9276385],"genre_scores_gemma":[0.719789,0.0190973,0.009817366,0.003034279,0.0009996624,0.0002927303,0.002914738,0.0001791644,0.2438758],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03444901,"threshold_uncertainty_score":0.1152434,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02587733586384316,"score_gpt":0.2914878134925284,"score_spread":0.2656104776286852,"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."}}