{"id":"W4406538960","doi":"10.1016/s0765-2046(98)80179-2","title":"10.1016/s0765-2046(98)80179-2","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Science, Research, and Medicine","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Osteoporosis; Medicine; Computer science; Pathology","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":[0.000427142,0.0001397094,0.0002785283,0.0001806914,0.00008864764,0.00001953014,0.0002137866,0.00006903323,0.9981003],"category_scores_gemma":[0.0001908724,0.0001068596,0.0000677705,0.0005157421,0.00019668,0.00007277352,0.00003856864,0.0002063912,0.9936717],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006089341,"about_ca_system_score_gemma":0.0001542775,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000102071,"about_ca_topic_score_gemma":6.273355e-7,"domain_scores_codex":[0.998306,0.00002947408,0.0001932858,0.0003176852,0.0006517303,0.0005018035],"domain_scores_gemma":[0.9987305,0.00006074871,0.00001892028,0.0004474489,0.0001049986,0.0006373539],"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":[0.0001961602,0.00007244903,0.000001671389,0.00001526803,0.00001323892,0.00005737656,0.00005333338,0.0000018572,0.000428855,9.68989e-7,0.4979235,0.5012353],"study_design_scores_gemma":[0.0009889227,0.0006656981,0.0005253176,0.00008099272,0.00003290028,0.00007107668,0.00001129362,0.0001549851,0.0004565937,0.000005518817,0.9968891,0.0001176525],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003688304,0.0002045435,9.232739e-7,0.002989559,0.000003682288,0.000366815,0.00000455581,0.00009937351,0.9926422],"genre_scores_gemma":[0.0007496066,0.000003272834,0.0001289949,0.0004153116,0.0005076534,0.00002099282,0.0000143768,0.00002112476,0.9981387],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5011176,"threshold_uncertainty_score":0.435761,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01678508700996302,"score_gpt":0.25771168254213,"score_spread":0.240926595532167,"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."}}