{"id":"W4406512616","doi":"10.1016/j.yoto.2012.09.002","title":"10.1016/j.yoto.2012.09.002","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Foreign Body Medical Cases","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Foreign body aspiration; Foreign body; Medicine; Asthma; Surgery; Internal 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":[0.0001591644,0.0001667477,0.0002925819,0.00009127005,0.00005364092,0.00001435797,0.0001331663,0.000104279,0.9995668],"category_scores_gemma":[0.0002191795,0.000138889,0.00009276815,0.0002391622,0.0001012155,0.00007615291,0.00003570264,0.0001977413,0.9976441],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005729594,"about_ca_system_score_gemma":0.00006964729,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001889283,"about_ca_topic_score_gemma":1.09193e-7,"domain_scores_codex":[0.9986893,0.00002902694,0.0002291125,0.0002679512,0.0004159767,0.0003686099],"domain_scores_gemma":[0.9989029,0.00007890585,0.00002323197,0.0004194543,0.00005344737,0.0005220321],"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":[0.0002320084,0.00009001786,3.446595e-7,0.00001729232,0.00001777868,0.0001213701,0.000008727082,0.000001628895,0.00007273022,0.000001718147,0.5381722,0.4612641],"study_design_scores_gemma":[0.0007941829,0.0008812232,0.00009561809,0.0000781133,0.00006297272,0.0001772472,0.000001355911,0.00009601776,0.0002913101,0.00001210249,0.997354,0.0001558116],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00270402,0.0001930809,6.575111e-7,0.0008895143,0.000002192288,0.0003644181,0.00001344849,0.0002101888,0.9956225],"genre_scores_gemma":[0.0007662756,4.821452e-7,0.0002171126,0.0003437175,0.0004723738,0.00002894108,0.00003733505,0.0000408986,0.9980929],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4611083,"threshold_uncertainty_score":0.566373,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00915404440830873,"score_gpt":0.2053426030405157,"score_spread":0.196188558632207,"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."}}