{"id":"W4254201397","doi":"10.3388/jspaci.25.318","title":"","year":2011,"lang":"","type":"article","venue":"Nihon Shoni Arerugi Gakkaishi The Japanese Journal of Pediatric Allergy and Clinical Immunology","topic":"Asthma and respiratory diseases","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Computer science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007926346,0.0003209481,0.000315723,0.0006450065,0.0008449192,0.001732471,0.000559548,0.0009931797,0.05214763],"category_scores_gemma":[0.00125532,0.0001515828,0.0002820319,0.0005726072,0.0008270741,0.001111026,0.00132373,0.001399049,0.03164266],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009827211,"about_ca_system_score_gemma":0.001637629,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002234583,"about_ca_topic_score_gemma":0.002983544,"domain_scores_codex":[0.9995387,0.00006816546,0.00002429022,0.00009190843,0.0002128517,0.00006411943],"domain_scores_gemma":[0.9994265,0.00005452817,0.00004964913,0.00007086142,0.00026712,0.0001314114],"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":[0.0001870633,0.0001127886,0.00496573,0.0005901962,0.0000317962,0.0005089037,0.0003904945,0.0001977762,0.01406043,0.08424366,0.2185783,0.6761329],"study_design_scores_gemma":[0.000009640837,0.00005595437,0.004517577,0.0001352171,0.00001014473,0.0007995893,0.0001859251,0.0001139906,0.001753457,0.009097765,0.9833083,0.00001251439],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.02740276,0.1755711,0.02823121,0.08079378,0.02220319,0.0002474453,0.00187871,0.0008712891,0.6628005],"genre_scores_gemma":[0.1953161,0.1312116,0.02048363,0.02293807,0.008562021,0.0002480606,0.002773739,0.0002252004,0.6182415],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9478524,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04997369576703693,"score_gpt":0.3170265604092842,"score_spread":0.2670528646422473,"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."}}