{"id":"W1855765382","doi":"10.1186/s13223-015-0083-z","title":"The effect of a new communication template on anticipated willingness to initiate or resume allergen immunotherapy: an internet-based patient survey","year":2015,"lang":"en","type":"article","venue":"Allergy Asthma and Clinical Immunology","topic":"Allergic Rhinitis and Sensitization","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Allergen; Allergen immunotherapy; Immunotherapy; Allergy; Medical prescription; Family medicine; Questionnaire; Immunology; Nursing; Immune system","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":[],"consensus_categories":[],"category_scores_codex":[0.001704579,0.0002319022,0.0006299519,0.00007148958,0.0001154692,0.00002943263,0.0002383371,0.0002779547,0.00004909495],"category_scores_gemma":[0.001267601,0.0001416041,0.00009934665,0.0002079415,0.000284373,0.0000628756,0.00009900683,0.0003484029,0.00002699022],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003182835,"about_ca_system_score_gemma":0.0001833143,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002420135,"about_ca_topic_score_gemma":0.00223842,"domain_scores_codex":[0.9962573,0.001930626,0.0009689119,0.0003449843,0.0002148907,0.0002832728],"domain_scores_gemma":[0.9966903,0.001686103,0.0003285946,0.000748192,0.0003102475,0.0002365287],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.2796088,0.002188069,0.06730398,0.00004097978,0.005248001,0.0002026249,0.006288839,0.0008383557,0.001341693,0.00105244,0.008565846,0.6273204],"study_design_scores_gemma":[0.02161194,0.08358513,0.8318157,0.0005523291,0.00007613273,0.00008829678,0.0004688456,0.007304273,0.003048896,0.0002577992,0.05057688,0.0006137945],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9964306,0.0007477748,0.0007592962,0.0009103565,0.0003660879,0.0004781798,0.000005415954,0.00004636847,0.0002558572],"genre_scores_gemma":[0.9972101,0.001121684,0.0002098884,0.0008519785,0.00003961011,0.00001727611,0.0002095548,0.00003602784,0.0003038528],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7645117,"threshold_uncertainty_score":0.5774447,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07620655759395978,"score_gpt":0.3695452625490663,"score_spread":0.2933387049551066,"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."}}