{"id":"W6892500596","doi":"10.5281/zenodo.10391555","title":"Sandra Tenreiro. Eye diseases , NOVA Medical School, Open day BenBedPhar COST Action, 7 september 2023 Lisbon, Portugal","year":2023,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Retinal and Optic Conditions","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Nova (rocket); Work (physics); Metis","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":[0.0005329484,0.001165412,0.0007283995,0.001294822,0.001149597,0.001218835,0.0009020464,0.003628575,0.625295],"category_scores_gemma":[0.001516455,0.000321977,0.0006954966,0.0005668922,0.0003834518,0.0005330177,0.0009337959,0.001948682,0.3233723],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00077914,"about_ca_system_score_gemma":0.001030632,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002801585,"about_ca_topic_score_gemma":0.009220184,"domain_scores_codex":[0.9993345,0.00009573685,0.0000386654,0.0002220662,0.0001178129,0.0001911182],"domain_scores_gemma":[0.9988855,0.0002262621,0.00006502443,0.00005492018,0.000189793,0.0005785858],"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":[0.0007300944,0.0003034566,0.001621862,0.000725773,0.00003287433,0.004114395,0.0001478664,0.0002287423,0.001527576,0.001549614,0.6851861,0.3038317],"study_design_scores_gemma":[0.0001680033,0.0002035091,0.006073477,0.000684075,0.00003846894,0.00336318,0.0002393992,0.0001500072,0.0005189411,0.000559966,0.9879781,0.00002282651],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00892271,0.0900729,0.001526707,0.08053436,0.02953468,0.0003263273,0.007711111,0.001635696,0.7797356],"genre_scores_gemma":[0.01697082,0.01966114,0.0009346499,0.005681319,0.003599262,0.0000656735,0.0007455959,0.0002641456,0.9520774],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.625295,"threshold_uncertainty_score":0.5344712,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08309624693753002,"score_gpt":0.353499834348493,"score_spread":0.2704035874109629,"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."}}