{"id":"W4406555268","doi":"10.1016/s1637-5017(19)30115-2","title":"10.1016/s1637-5017(19)30115-2","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Biomedical Research and Pathophysiology","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"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":[0.0001900751,0.0001187762,0.0002457128,0.00009603259,0.00005605704,0.00001038552,0.0001477914,0.0001239258,0.9989936],"category_scores_gemma":[0.0002909245,0.00009271596,0.00007795674,0.0002643902,0.0001255347,0.00002917204,0.00004385064,0.0002462358,0.997113],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003627302,"about_ca_system_score_gemma":0.0001263086,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003533757,"about_ca_topic_score_gemma":1.138275e-7,"domain_scores_codex":[0.9987612,0.00005704341,0.0001605108,0.0002549218,0.000316907,0.0004494169],"domain_scores_gemma":[0.9986922,0.00009819914,0.00001374553,0.0003263878,0.00005191666,0.0008175669],"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":[0.0004361734,0.00007178396,1.3204e-7,0.00001554453,0.00001551816,0.00005680958,0.000005452111,3.34088e-7,0.001124054,4.744584e-7,0.4520352,0.5462385],"study_design_scores_gemma":[0.000667671,0.001079642,0.0002164169,0.00003090412,0.00001560944,0.00003429131,6.078833e-7,0.00007518936,0.0001495154,0.00002832481,0.9976029,0.00009886211],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001448496,0.0001329452,0.00000123014,0.002896342,0.000001515042,0.000249752,0.00001832316,0.00009426608,0.9951571],"genre_scores_gemma":[0.0002536012,0.000002777358,0.0001714399,0.0005460387,0.0003511389,0.00002391368,0.00006053272,0.00001900591,0.9985716],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5461397,"threshold_uncertainty_score":0.3780847,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0126210809892615,"score_gpt":0.2419632888216803,"score_spread":0.2293422078324188,"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."}}