{"id":"W4406442903","doi":"10.1016/s0246-0343(23)45100-3","title":"10.1016/s0246-0343(23)45100-3","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":[0.0001920791,0.0001196745,0.000246291,0.00009549133,0.000050148,0.000010388,0.000144771,0.0001256723,0.9986981],"category_scores_gemma":[0.0002366413,0.00009315184,0.00007852403,0.0002898307,0.0001228534,0.0000299693,0.00004556129,0.0002645371,0.9979364],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003444221,"about_ca_system_score_gemma":0.0001085942,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002256329,"about_ca_topic_score_gemma":1.139666e-7,"domain_scores_codex":[0.9987303,0.00005642508,0.0001643194,0.0002550785,0.0003301578,0.0004637461],"domain_scores_gemma":[0.9988335,0.00009744171,0.00001311368,0.000320592,0.00005785363,0.0006775459],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000402132,0.00007018416,9.588877e-8,0.00001514264,0.000015371,0.00004889002,0.000004867096,2.801663e-7,0.001595272,2.579688e-7,0.5710461,0.4268014],"study_design_scores_gemma":[0.0006184994,0.001147175,0.0002099301,0.00004008628,0.00001507548,0.00003089698,6.281121e-7,0.00009223803,0.0002578706,0.00002766974,0.9974608,0.00009914039],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0008485052,0.0001316299,0.000001125693,0.002321493,0.000001504234,0.0002489403,0.00001804414,0.0000894476,0.9963393],"genre_scores_gemma":[0.0003020995,0.000002630748,0.0001616077,0.0003694044,0.0003589673,0.00002364639,0.00007700111,0.00002007627,0.9986846],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4267023,"threshold_uncertainty_score":0.3798622,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0119686658080746,"score_gpt":0.2425679583270365,"score_spread":0.2305992925189619,"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."}}