{"id":"W4406473516","doi":"10.1016/s1553-3212(11)70183-2","title":"10.1016/s1553-3212(11)70183-2","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Retinal Imaging and Analysis","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Apnea; Retinopathy; Ophthalmology; Internal medicine; Diabetes mellitus; Endocrinology","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":[0.00129699,0.002903959,0.001814112,0.003239417,0.002604321,0.003831759,0.003277445,0.006095727,0.9886974],"category_scores_gemma":[0.001847604,0.001020378,0.00166106,0.002369175,0.001940696,0.005477277,0.003552838,0.003097966,0.9925378],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001252182,"about_ca_system_score_gemma":0.001302002,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004160286,"about_ca_topic_score_gemma":0.003662382,"domain_scores_codex":[0.999263,0.00005126555,0.00006796455,0.0002619841,0.0002033415,0.000152363],"domain_scores_gemma":[0.9973999,0.0006917064,0.0001825652,0.0002821045,0.0005061637,0.0009375786],"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":[0.0003997957,0.0002327648,0.0008795137,0.000614884,0.00004072627,0.0003054703,0.0001016147,0.0005084825,0.002065005,0.005464558,0.3775766,0.6118106],"study_design_scores_gemma":[0.00006566978,0.0001141002,0.0007975863,0.0003041913,0.00001485054,0.0004356708,0.0001096014,0.0002413159,0.0004710736,0.0007716137,0.9966479,0.0000264608],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0003860102,0.0004687466,0.0008367978,0.0004348642,0.0003223112,0.0001041271,0.0007780501,0.0009282347,0.9957409],"genre_scores_gemma":[0.0005866271,0.000231929,0.0004720086,0.0002567712,0.00009019389,0.00006241533,0.0003851684,0.0001722536,0.9977427],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.01130259,"threshold_uncertainty_score":0.01612169,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005451647704971732,"score_gpt":0.2026057893089209,"score_spread":0.1971541416039492,"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."}}