{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003305147,0.00008606874,0.000142606,0.000268703,0.0009275701,0.000279441,0.0003108876,0.00003207116,0.01191393],"category_scores_gemma":[0.0004788504,0.00008236388,0.00007355525,0.0006797763,0.0001055468,0.00007062327,0.0003567164,0.0002022754,0.004508703],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007864718,"about_ca_system_score_gemma":0.000004098267,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000134472,"about_ca_topic_score_gemma":2.419955e-8,"domain_scores_codex":[0.9990391,0.0001085753,0.0001683542,0.0002589502,0.0002116833,0.0002133736],"domain_scores_gemma":[0.9990748,0.00001238621,0.0000384337,0.0003502261,0.0004091443,0.000115057],"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":[0.0001133797,0.0001619646,0.0000620078,0.000137824,0.0001359573,0.00004180281,0.000251229,0.000008685553,0.01604301,0.002615146,0.8873127,0.09311634],"study_design_scores_gemma":[0.0005339718,0.00008330617,0.001554216,0.00007858562,0.00007530808,0.00007714344,0.0003349964,0.0006092645,0.00140729,0.0001078249,0.995061,0.00007711665],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.04823856,0.0004094246,0.008803591,0.01039613,0.00009181591,0.0003659606,0.0000459881,0.001162947,0.9304856],"genre_scores_gemma":[0.9852866,0.0001127229,0.0003834332,0.0008485466,0.0000969733,1.605895e-8,0.0006390281,0.0005123406,0.01212037],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.937048,"threshold_uncertainty_score":0.9962664,"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."}}