{"id":"W4406565077","doi":"10.1016/j.ypdi.2013.02.065","title":"10.1016/j.ypdi.2013.02.065","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Inhalation and Respiratory Drug Delivery","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Emergency department; Asthma; Medical emergency; Intensive care medicine; Emergency medicine; Internal medicine; Psychiatry","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0007647233,0.001210237,0.0006527636,0.001788629,0.000972828,0.003556806,0.000949821,0.00308515,0.8741517],"category_scores_gemma":[0.001191703,0.0004369078,0.0006604135,0.000990918,0.0009859073,0.002046256,0.001439745,0.001566247,0.8471053],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008419863,"about_ca_system_score_gemma":0.001154521,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001520126,"about_ca_topic_score_gemma":0.001285561,"domain_scores_codex":[0.9996772,0.00002647958,0.00002544257,0.00009562603,0.0001041149,0.00007115213],"domain_scores_gemma":[0.9991479,0.0001349167,0.0001177239,0.00006453683,0.0001953339,0.000339601],"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":[0.0003323571,0.0002756815,0.003586614,0.0006347119,0.00004064646,0.0004275075,0.0001279994,0.0002150581,0.001894454,0.005645196,0.2067168,0.780103],"study_design_scores_gemma":[0.00004797618,0.0001413239,0.003711556,0.0006903845,0.0000381529,0.003169799,0.0002098245,0.0002423808,0.001013319,0.003684536,0.9870247,0.00002615439],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.005123039,0.02095688,0.004722509,0.005841623,0.002595975,0.0001312492,0.002541783,0.002229688,0.9558573],"genre_scores_gemma":[0.01572519,0.007152079,0.002599574,0.001739639,0.0007902359,0.00007508192,0.001723809,0.0003024293,0.969892],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1258483,"threshold_uncertainty_score":0.1795073,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007201488432291074,"score_gpt":0.1942380149014422,"score_spread":0.1870365264691511,"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."}}