{"id":"W2041794292","doi":"10.1503/cmaj.080109","title":"Code 9 9 9 1 STAT","year":2008,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"Medicine and Dermatology Studies History","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Genius; stat; Queen (butterfly); Computer science; Code (set theory); Art history; Art; Programming language; Biology; Zoology; Phosphorylation","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006295476,0.00009109486,0.000291805,0.0001858125,0.0004382909,0.000004856269,0.00008344562,0.0002799245,0.002768304],"category_scores_gemma":[0.001577569,0.00007664754,0.000088393,0.0001460334,0.0001098395,0.0000480552,0.000007713287,0.0009286449,0.0005481649],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009865718,"about_ca_system_score_gemma":0.004712,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003273085,"about_ca_topic_score_gemma":0.003455236,"domain_scores_codex":[0.9979196,0.00007521149,0.0003466057,0.0001093114,0.001133117,0.0004161639],"domain_scores_gemma":[0.9971834,0.00010546,0.0001186732,0.00009154169,0.0003581882,0.002142721],"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":[0.000007275125,0.00001557771,0.09705762,0.000004507579,0.00008633608,0.005745125,0.0002512914,9.415504e-8,0.000002421318,0.00003415616,0.894892,0.001903638],"study_design_scores_gemma":[0.001278838,0.00006328322,0.03618268,0.00003201162,0.00003183521,0.009000327,0.0002800796,0.00002655235,0.000004239599,0.00001826093,0.9530116,0.00007029738],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.3543984,0.003484146,0.0002389221,0.2470757,0.003510636,0.0002298853,0.00002151124,0.00008159686,0.3909592],"genre_scores_gemma":[0.3737934,0.002821401,0.0004748671,0.5974688,0.005120463,0.00000996067,0.00002358978,0.0000399545,0.02024763],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.3707116,"threshold_uncertainty_score":0.9981433,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01522480504770754,"score_gpt":0.2476628635005059,"score_spread":0.2324380584527984,"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."}}