{"id":"W6996544229","doi":"","title":"Spirometry in Yukon: Options for improved service delivery","year":2022,"lang":"en","type":"other","venue":"UVic’s Research and Learning Repository (University of Victoria)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Service (business); Spirometry; Service delivery framework; Delivery system","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":[],"consensus_categories":[],"category_scores_codex":[0.0008733835,0.0002454584,0.0003121182,0.0005808054,0.0009157002,0.002010892,0.0009784568,0.001367866,0.03854789],"category_scores_gemma":[0.00219221,0.0001627794,0.0003899901,0.0008179226,0.0004698869,0.001187262,0.002275182,0.001044265,0.006044109],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003227555,"about_ca_system_score_gemma":0.01820299,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2375063,"about_ca_topic_score_gemma":0.3829366,"domain_scores_codex":[0.9995683,0.00007074169,0.00004578076,0.00004848789,0.00007491876,0.0001918138],"domain_scores_gemma":[0.9984878,0.0001632233,0.00008753646,0.0000971155,0.000578786,0.0005855121],"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":[0.001085456,0.0005137765,0.1278702,0.0008179409,0.00007198899,0.001940255,0.001282969,0.0009148237,0.002850022,0.008690828,0.2256037,0.6283581],"study_design_scores_gemma":[0.0005348899,0.0005156798,0.4428584,0.001835328,0.000151348,0.001776349,0.01165039,0.005088497,0.00214465,0.009714514,0.5235559,0.0001740092],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.4393825,0.0156354,0.01263768,0.1588763,0.004968458,0.0005260319,0.01588317,0.004657199,0.3474334],"genre_scores_gemma":[0.7974313,0.00985733,0.01647828,0.01230178,0.0004564714,0.0002400437,0.006807599,0.0009889427,0.1554382],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.7624937,"threshold_uncertainty_score":0.4722478,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03073678740091913,"score_gpt":0.2790259756001337,"score_spread":0.2482891881992146,"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."}}