{"id":"W2000226400","doi":"10.2196/resprot.1958","title":"Computer-Assisted School-Based Asthma Management: A Pilot Study","year":2012,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Asthma and respiratory diseases","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Agency for Healthcare Research and Quality","keywords":"McNemar's test; Asthma; Medicine; Peak flow meter; Test (biology); Tracking (education); Family medicine; Program evaluation; Public health; Nursing; Psychology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005378447,0.001127415,0.00088914,0.0009458417,0.001280607,0.0006824867,0.001373786,0.0009850486,0.003512411],"category_scores_gemma":[0.005414357,0.0007175068,0.001022661,0.0007196694,0.001122304,0.001010218,0.0009677441,0.001507601,0.0006397841],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001439774,"about_ca_system_score_gemma":0.003443429,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009823184,"about_ca_topic_score_gemma":0.01415509,"domain_scores_codex":[0.996846,0.001760452,0.0002124835,0.0002733269,0.0003331631,0.0005744833],"domain_scores_gemma":[0.9951749,0.001846446,0.0004533342,0.000454483,0.0008128811,0.001258024],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"nonrandomized_trial","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.0135391,0.7914582,0.09560608,0.001043354,0.0002973468,0.0008013292,0.008209337,0.001383056,0.005735619,0.0001219456,0.001104082,0.08070061],"study_design_scores_gemma":[0.01946594,0.6869256,0.2817539,0.0001067175,0.0002186295,0.0002619321,0.004797153,0.00190845,0.002265556,0.00007192617,0.002157933,0.00006627724],"study_design_candidate":"nonrandomized_trial","study_design_consensus":"nonrandomized_trial","genre_codex":"empirical","genre_gemma":"protocol","genre_scores_codex":[0.99739,0.00002400834,0.0001648005,0.00003004548,0.000008739514,0.002013115,0.00008640534,0.00001885188,0.0002639511],"genre_scores_gemma":[0.9864124,0.0002951515,0.004241774,0.0001791396,0.00006205391,0.007382164,0.0005763624,0.00001367328,0.000837261],"genre_candidate":"protocol","genre_consensus":null,"teacher_disagreement_score":0.009823184,"threshold_uncertainty_score":0.02844423,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2629434204120396,"score_gpt":0.523074576710144,"score_spread":0.2601311562981044,"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."}}