{"id":"W4406542776","doi":"10.1016/j.yoph.2015.03.003","title":"10.1016/j.yoph.2015.03.003","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Optical Coherence Tomography Applications","field":"Engineering","cited_by":43,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Optical coherence tomography; Medicine; Lexicon; Domain (mathematical analysis); Artificial intelligence; Radiology; Computer science","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00005512105,0.0001298145,0.0001182993,0.00006836555,0.00004323386,0.00003471276,0.0002146801,0.00006313347,0.9945933],"category_scores_gemma":[0.000009108269,0.0001392442,0.00005286241,0.0004138326,0.00002817329,0.00007926983,0.00001491014,0.000119397,0.9962731],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002441551,"about_ca_system_score_gemma":0.000006914569,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004928138,"about_ca_topic_score_gemma":1.469656e-7,"domain_scores_codex":[0.9993024,0.000009007037,0.0001465143,0.0001603075,0.0001194435,0.0002622804],"domain_scores_gemma":[0.9994058,0.0000348992,0.000006351971,0.0003566724,0.00002222721,0.0001740465],"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":[0.000009521666,0.00003914894,1.754382e-7,0.0000106876,0.00002891028,0.000001760701,0.00001417118,0.004023654,0.000318541,0.00001895181,0.3602282,0.6353063],"study_design_scores_gemma":[0.00007766856,0.00003364327,0.00004947546,0.000006783438,0.00001207995,0.000002173304,4.524174e-7,0.002891307,0.0001741611,0.00003765605,0.9965394,0.00017524],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000482939,0.00007606469,0.00001890545,0.0001190027,0.000001201122,0.0002084249,0.00001842872,0.0006335026,0.9984415],"genre_scores_gemma":[0.001867965,4.302489e-7,0.0009310228,0.00001255884,0.00007193487,0.00009511843,0.00001070058,0.00003532175,0.9969749],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6363112,"threshold_uncertainty_score":0.5678213,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004362925214847279,"score_gpt":0.1705131972668293,"score_spread":0.166150272051982,"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."}}