{"id":"W4406655104","doi":"10.1016/b978-0-7020-7455-4.00177-1","title":"10.1016/b978-0-7020-7455-4.00177-1","year":2000,"lang":"en","type":"book-chapter","venue":"Time to knit","topic":"Retinal and Optic Conditions","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Hypertensive retinopathy; Ophthalmology; Retinopathy; Endocrinology; Diabetes mellitus","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0007442818,0.002007732,0.001249209,0.001676862,0.001119101,0.003819378,0.002316585,0.003581213,0.9726602],"category_scores_gemma":[0.001356914,0.0006688467,0.0007472973,0.001589526,0.0009890693,0.00393174,0.002911659,0.00212614,0.9848128],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007054422,"about_ca_system_score_gemma":0.0008059496,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002923304,"about_ca_topic_score_gemma":0.003342368,"domain_scores_codex":[0.9996541,0.00002060221,0.00001996606,0.000115289,0.0001280151,0.00006203371],"domain_scores_gemma":[0.9986601,0.0004495262,0.00008424265,0.0001579607,0.0002393044,0.0004088211],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001006984,0.00009472074,0.0002638653,0.0003641573,0.00001216249,0.0001066283,0.00007771101,0.000249157,0.001622725,0.005944428,0.3960294,0.5951343],"study_design_scores_gemma":[0.00001306672,0.0000364467,0.0004331364,0.0002589258,0.000005684431,0.0001696772,0.00005878961,0.00008290837,0.0002014511,0.00108378,0.9976465,0.000009649045],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0001317019,0.0005859984,0.0006273168,0.0002670849,0.000172957,0.00003343317,0.0004021521,0.0005567271,0.9972225],"genre_scores_gemma":[0.0003152916,0.0003300989,0.000284139,0.0001053698,0.00003961888,0.00002228099,0.0002339922,0.0001319269,0.9985372],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.02733976,"threshold_uncertainty_score":0.03899688,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01051145379749873,"score_gpt":0.1965842793697463,"score_spread":0.1860728255722476,"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."}}