{"id":"W4231963611","doi":"10.1111/aos.13867","title":"This issue of <i><scp>ACTA</scp></i>","year":2018,"lang":"en","type":"article","venue":"Acta Ophthalmologica","topic":"Retinal and Optic Conditions","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science","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":[0.0001518006,0.0001489199,0.000321487,0.00008100702,0.0000969659,0.00001024283,0.0001770688,0.000146067,0.007944124],"category_scores_gemma":[0.0006514546,0.0001066261,0.0001276569,0.0002658835,0.0003531183,0.00006728244,0.00008997975,0.0001727343,0.001028305],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001731231,"about_ca_system_score_gemma":0.00005433995,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004306299,"about_ca_topic_score_gemma":4.39386e-7,"domain_scores_codex":[0.9989566,0.00002921839,0.000261542,0.0002560292,0.0002198738,0.0002766955],"domain_scores_gemma":[0.9988906,0.0002476806,0.0001237959,0.0004026297,0.0002185775,0.0001166698],"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":[0.000191435,0.00142289,0.05317422,0.0002426456,0.0002618624,0.001119185,0.00106077,1.312375e-7,0.2949004,0.002194374,0.6435005,0.001931532],"study_design_scores_gemma":[0.001328739,0.005832939,0.2369047,0.0001757445,0.0002762046,0.005835048,0.0004258237,0.00004134413,0.05940749,0.002395697,0.6871938,0.0001825643],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5970577,0.00007369366,0.000002083393,0.001334763,0.0001424266,0.0001420368,0.00001025248,0.00003717665,0.4011999],"genre_scores_gemma":[0.9632905,0.00003201743,0.00125523,0.0007664501,0.0004501221,0.00001585213,0.00002474495,0.00001344844,0.03415167],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3670482,"threshold_uncertainty_score":0.9997495,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02972100200069341,"score_gpt":0.3009041242505039,"score_spread":0.2711831222498106,"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."}}