{"id":"W3109735292","doi":"10.4103/0301-4738.301286","title":"Dr. Svyatoslov N. Fyodorov: From Russia, with love","year":2020,"lang":"en","type":"article","venue":"Indian Journal of Ophthalmology","topic":"Intraocular Surgery and Lenses","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Graduation (instrument); Passion; Medicine; Specialty; Soviet union; Law; Ophthalmology; Political science; Family medicine; Politics; Psychology; Engineering","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":[0.0003998373,0.0004588167,0.0004350228,0.0004591796,0.000796916,0.001216663,0.0003407285,0.001271244,0.02209016],"category_scores_gemma":[0.002696982,0.0001467139,0.000192361,0.0002504574,0.0003862631,0.001479682,0.0009335019,0.004064486,0.0115159],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005827133,"about_ca_system_score_gemma":0.0008302412,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001834444,"about_ca_topic_score_gemma":0.002414356,"domain_scores_codex":[0.9997918,0.00004209623,0.00001588082,0.00005232439,0.00006575316,0.00003216],"domain_scores_gemma":[0.9995255,0.00005479998,0.00003817258,0.000009723974,0.0001418198,0.0002299786],"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":[0.00002257876,0.00001712816,0.001745126,0.0001207283,0.000005930232,0.0009259501,0.0002384746,0.00002321853,0.0001130613,0.0006905344,0.9255309,0.07056652],"study_design_scores_gemma":[0.000009666021,0.00003956546,0.001804973,0.0005806893,0.000008741038,0.014118,0.0008169843,0.00006213721,0.0001673708,0.00101982,0.9813509,0.00002108291],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.008336492,0.2038129,0.002092723,0.5926186,0.1379285,0.00007807554,0.0004945944,0.0004357271,0.05420244],"genre_scores_gemma":[0.104134,0.2741549,0.002560537,0.2661251,0.09436645,0.000150749,0.001062596,0.0004400267,0.2570056],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.02209016,"threshold_uncertainty_score":0.07389897,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02603716700768707,"score_gpt":0.2690802132507492,"score_spread":0.2430430462430621,"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."}}