{"id":"W4406564760","doi":"10.1016/j.ypdi.2015.12.034","title":"10.1016/j.ypdi.2015.12.034","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Asthma and respiratory diseases","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Pulmonary disease; Asthma; Intensive care medicine; Disease; Internal medicine","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":[0.0006731707,0.0009528175,0.0005124716,0.001788346,0.0009545143,0.003251335,0.00107446,0.003332069,0.9077149],"category_scores_gemma":[0.001680382,0.0003881216,0.0005367622,0.000879029,0.0007638104,0.00227527,0.001532708,0.001630328,0.8873326],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008858881,"about_ca_system_score_gemma":0.001263722,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00194566,"about_ca_topic_score_gemma":0.001847359,"domain_scores_codex":[0.9996971,0.00002556634,0.00002596737,0.00008201353,0.00009150806,0.00007781876],"domain_scores_gemma":[0.9988953,0.0001532665,0.0001396765,0.00007229271,0.0002107729,0.0005286527],"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":[0.0001816776,0.0002045792,0.004505467,0.0004165657,0.00002647186,0.0004055156,0.0001319667,0.0001523779,0.0005895647,0.004374227,0.3926659,0.5963457],"study_design_scores_gemma":[0.00003762593,0.00006432003,0.003630135,0.0007076185,0.00002528103,0.00218164,0.0002514735,0.0001472455,0.0002929809,0.003375222,0.9892668,0.00001975701],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003752267,0.01328616,0.002546157,0.0100227,0.003784938,0.0001184616,0.003947116,0.002258622,0.9602836],"genre_scores_gemma":[0.01244939,0.004877393,0.001782218,0.002536038,0.001063594,0.00007902895,0.002147716,0.0003591488,0.9747055],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.0922851,"threshold_uncertainty_score":0.1316335,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006348450606681808,"score_gpt":0.2079003826799974,"score_spread":0.2015519320733156,"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."}}