{"id":"W4406386869","doi":"10.1016/j.yoph.2013.05.040","title":"10.1016/j.yoph.2013.05.040","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Ocular Oncology and Treatments","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; IRIS (biosensor); Dermatology; Biopsy; Melanoma; Radiology; Cancer research; Artificial intelligence","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":[0.0004706871,0.000922642,0.0004924538,0.001161173,0.001019068,0.00221263,0.0006919578,0.002947387,0.8655142],"category_scores_gemma":[0.001303683,0.000375186,0.0004742662,0.00048105,0.0007995981,0.002128288,0.001133373,0.001834475,0.7185705],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000899045,"about_ca_system_score_gemma":0.001585824,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002958555,"about_ca_topic_score_gemma":0.003694678,"domain_scores_codex":[0.9997854,0.00001966945,0.00001453171,0.00005341124,0.00006874582,0.0000582061],"domain_scores_gemma":[0.9992315,0.0001083317,0.0001039098,0.00003353185,0.0001930952,0.0003296965],"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":[0.0002550531,0.0002600516,0.004716724,0.0004495271,0.00003208209,0.0007424571,0.000127861,0.00009421127,0.0006242166,0.004845045,0.3870988,0.6007538],"study_design_scores_gemma":[0.00007893879,0.0001242363,0.005985296,0.001351543,0.00003262087,0.005939205,0.000360961,0.000143987,0.0003383458,0.004547091,0.9810743,0.00002344611],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00409073,0.02339799,0.001263103,0.01511283,0.003186696,0.0001029718,0.001956333,0.000997897,0.9498914],"genre_scores_gemma":[0.0185916,0.01204861,0.001711408,0.005288773,0.001780817,0.00008858176,0.001258125,0.0002281174,0.9590039],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1344858,"threshold_uncertainty_score":0.1918277,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00734879266708332,"score_gpt":0.2164658115482355,"score_spread":0.2091170188811522,"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."}}