{"id":"W3120173242","doi":"10.1016/j.anai.2020.12.003","title":"From the pages of AllergyWatch®","year":2020,"lang":"en","type":"article","venue":"Annals of Allergy Asthma & Immunology","topic":"Asthma and respiratory diseases","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Asthma; Medicine; Concomitant; Medical prescription; Quarter (Canadian coin); Family medicine; History; Internal medicine; Pharmacology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008532697,0.001547696,0.0009682513,0.003019067,0.001466935,0.006063944,0.001072735,0.002905545,0.7943041],"category_scores_gemma":[0.005592584,0.0006208627,0.001013776,0.001695314,0.0005275669,0.003415616,0.002791159,0.003524517,0.6968924],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005504319,"about_ca_system_score_gemma":0.001195776,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001457892,"about_ca_topic_score_gemma":0.004670608,"domain_scores_codex":[0.9992477,0.0000787871,0.00003774832,0.00007762637,0.0004544079,0.0001037136],"domain_scores_gemma":[0.9962,0.0007890463,0.0002359977,0.0003302548,0.001125585,0.001319166],"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":[0.00003862429,0.00002066051,0.00005552072,0.00004010221,0.000002068702,0.00001935011,0.000004636574,0.000005882812,0.000101786,0.0001629817,0.9822341,0.01731429],"study_design_scores_gemma":[0.00002492956,0.00002407646,0.0003909475,0.00008708303,0.000004687598,0.00004283367,0.00002227739,0.00003611878,0.0001390016,0.0004761246,0.9987434,0.00000862742],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00114794,0.007281374,0.001549581,0.0251933,0.08493281,0.0002933682,0.008169087,0.006722646,0.8647099],"genre_scores_gemma":[0.001841713,0.001716468,0.0003954777,0.009003941,0.01213961,0.00006440161,0.002419091,0.001162672,0.9712566],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7943041,"threshold_uncertainty_score":0.2934002,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04698011180612607,"score_gpt":0.2929799632304155,"score_spread":0.2459998514242894,"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."}}