{"id":"W4389688115","doi":"10.46747/cfp.6912829","title":"Individualized treatment strategies and considerations in patients with mild asthma","year":2023,"lang":"en","type":"review","venue":"Canadian Family Physician","topic":"Asthma and respiratory diseases","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Children's Hospital; Moncton Hospital","funders":"","keywords":"Guideline; Exacerbation; Asthma; Medicine; Asthma exacerbations; Intensive care medicine; Disease; Pediatrics; Physical therapy; Internal medicine; Pathology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001409007,0.0005326254,0.001443141,0.001201167,0.0006575249,0.001401885,0.0009641305,0.001773452,0.003820946],"category_scores_gemma":[0.005268554,0.0001882404,0.001108175,0.0009099126,0.0004252665,0.0009965412,0.0005955889,0.002535247,0.0006139398],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001487122,"about_ca_system_score_gemma":0.007049893,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02373635,"about_ca_topic_score_gemma":0.05986224,"domain_scores_codex":[0.9990208,0.0004203335,0.0001471624,0.00007548321,0.0002706702,0.00006544605],"domain_scores_gemma":[0.9988118,0.0007151468,0.0001525355,0.00001904684,0.0002459295,0.0000555544],"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":[0.0001390011,0.00009561947,0.001230952,0.04886459,0.0003624133,0.000584271,0.0003684348,0.000340204,0.0002634112,0.005705424,0.07691771,0.865128],"study_design_scores_gemma":[0.0002349091,0.000128371,0.008000403,0.1511939,0.001250586,0.003530655,0.0008018441,0.0003391752,0.0002267523,0.005562454,0.828671,0.00005992567],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00021677,0.9922782,0.0001820656,0.004667936,0.0003604394,0.00002719814,0.00005382327,0.00000661897,0.002206972],"genre_scores_gemma":[0.006860054,0.9858085,0.001862222,0.003918321,0.0007145954,0.00007628409,0.0001347086,0.000003150969,0.0006222279],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02373635,"threshold_uncertainty_score":0.04719639,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05287293049381487,"score_gpt":0.3038617160714436,"score_spread":0.2509887855776287,"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."}}