{"id":"W4406641434","doi":"10.1016/b978-1-4557-7485-2.00098-9","title":"10.1016/b978-1-4557-7485-2.00098-9","year":2000,"lang":"en","type":"book-chapter","venue":"Time to knit","topic":"Medical Imaging and Pathology Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0007215607,0.00210705,0.001263639,0.001653772,0.001222394,0.004182202,0.002442294,0.003644323,0.977023],"category_scores_gemma":[0.001325661,0.0007570591,0.0008373198,0.001739532,0.0009924703,0.004414382,0.00304238,0.002139919,0.987996],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007187637,"about_ca_system_score_gemma":0.0006804888,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002377593,"about_ca_topic_score_gemma":0.002470291,"domain_scores_codex":[0.99963,0.00002067662,0.00002182843,0.0001363257,0.0001258316,0.00006532988],"domain_scores_gemma":[0.9986262,0.0004431771,0.00009047113,0.0001756884,0.0002457474,0.0004187628],"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":[0.0001282398,0.0001090199,0.0003146878,0.0003876363,0.00001516011,0.0001245207,0.00008237008,0.0002926927,0.00225707,0.006136715,0.3627454,0.6274065],"study_design_scores_gemma":[0.00001295485,0.00003771442,0.000417994,0.0002380381,0.000006672429,0.0002115306,0.0000674247,0.00009657913,0.0002605355,0.001092807,0.9975471,0.0000106336],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0001832879,0.0005888293,0.0009813018,0.0002697072,0.0001889321,0.00003888051,0.0005448756,0.0008779357,0.9963261],"genre_scores_gemma":[0.0003896632,0.0003154261,0.0003894118,0.0001095873,0.00003448846,0.00002594856,0.0003447177,0.0002043583,0.9981863],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.02297699,"threshold_uncertainty_score":0.03277379,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0169051209172391,"score_gpt":0.2191428072074969,"score_spread":0.2022376862902578,"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."}}