{"id":"W4312931934","doi":"10.1159/000527907","title":"Contents Vol. 67, 2022","year":2022,"lang":"en","type":"article","venue":"Chemotherapy","topic":"Diverse Scientific and Economic Studies","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université Laval","funders":"","keywords":"Thesaurus; Traditional medicine; Information retrieval; World Wide Web; Computer science; Medicine; Natural language processing","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003218759,0.00009453375,0.0002263583,0.0001049549,0.000313303,0.0000369135,0.0002744641,0.00001923059,0.08945698],"category_scores_gemma":[0.00001915443,0.000118536,0.0001062974,0.0001448235,0.00005781259,0.0000835532,0.0001214688,0.00009732199,0.006041027],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001273252,"about_ca_system_score_gemma":0.000005856756,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007962281,"about_ca_topic_score_gemma":0.000001339123,"domain_scores_codex":[0.9991174,0.000006004651,0.0002595009,0.0003585711,0.00003200628,0.0002265498],"domain_scores_gemma":[0.9995325,0.00001294834,0.0001446672,0.0002521553,0.00001455026,0.00004316178],"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":[0.00002261584,0.00009330333,0.01155397,0.000003420422,0.00008492121,0.000002977808,0.0009258993,0.00002583766,0.00003015764,0.03505786,0.9509991,0.001199906],"study_design_scores_gemma":[0.0007881003,0.00003016774,0.001382904,6.465951e-7,0.000001172313,0.000001932282,0.000721703,0.0002570813,0.00007632949,0.005480802,0.9911028,0.0001563464],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.1332083,0.004011328,0.000188144,0.001358207,0.01052439,0.0003009414,0.000806921,0.0001032188,0.8494986],"genre_scores_gemma":[0.2880799,0.000269833,0.0001202705,0.003478253,0.0001770102,0.00008623343,0.00001929808,0.00002869353,0.7077405],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1548716,"threshold_uncertainty_score":0.9947329,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03950045400926493,"score_gpt":0.2041240380661158,"score_spread":0.1646235840568508,"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."}}