{"id":"W4406545522","doi":"10.1016/s1544-8800(12)70042-8","title":"10.1016/s1544-8800(12)70042-8","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Healthcare and Venom Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Intensive care medicine","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":[0.0002788894,0.0001168745,0.0002387145,0.0001122981,0.00007520991,0.0000186416,0.0001233141,0.00009341831,0.9984132],"category_scores_gemma":[0.00007958115,0.0001019788,0.00006738743,0.0002251923,0.00003427281,0.0000454067,0.00003164451,0.0002565319,0.9975454],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008004778,"about_ca_system_score_gemma":0.0002045271,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002235274,"about_ca_topic_score_gemma":0.000001156189,"domain_scores_codex":[0.9986926,0.00005551998,0.0001982751,0.0002442714,0.0003471912,0.000462103],"domain_scores_gemma":[0.9989325,0.00005921507,0.00001283525,0.00039083,0.0000811754,0.0005234181],"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":[0.0002208223,0.00006813029,0.000001470294,0.00003078766,0.00001400128,0.00005205538,0.00002152117,9.424904e-7,0.00005544749,4.459827e-7,0.3224411,0.6770932],"study_design_scores_gemma":[0.0004646173,0.0007500488,0.0005359757,0.00005587798,0.00001435331,0.00004672933,0.000002119137,0.00007226831,0.0001246428,0.000003677604,0.9978257,0.0001039537],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002847194,0.0001299488,4.564357e-7,0.00450447,0.00000110003,0.0003878181,0.000009376599,0.0001082875,0.9920114],"genre_scores_gemma":[0.0009399796,0.000001828802,0.00008722398,0.0002903743,0.0003585324,0.00002582115,0.0000249202,0.0000310619,0.9982402],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6769893,"threshold_uncertainty_score":0.4158573,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02773242530652058,"score_gpt":0.2874955104896971,"score_spread":0.2597630851831765,"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."}}