{"id":"W4406468994","doi":"10.1016/j.yped.2016.08.064","title":"10.1016/j.yped.2016.08.064","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Pneumonia and Respiratory Infections","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Pneumonia; Community-acquired pneumonia; Intensive care medicine; 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":[0.0006735217,0.001063304,0.0005475241,0.001429344,0.0009455073,0.002883989,0.0009257371,0.003576924,0.8940403],"category_scores_gemma":[0.001639338,0.0004117505,0.0005957138,0.0006068011,0.0007708983,0.00220078,0.001340524,0.001751883,0.8429574],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008594627,"about_ca_system_score_gemma":0.001327256,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002430445,"about_ca_topic_score_gemma":0.002463362,"domain_scores_codex":[0.9996873,0.00002834581,0.00002849746,0.00007956167,0.00008623021,0.00009004021],"domain_scores_gemma":[0.9990539,0.0001409061,0.0001272128,0.00005417198,0.0001855913,0.0004382772],"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":[0.0003489304,0.000326761,0.00717654,0.000593245,0.00004619463,0.0005811093,0.0001274375,0.0002102352,0.0006103032,0.003966457,0.4033541,0.5826588],"study_design_scores_gemma":[0.00006838936,0.0001332887,0.006753285,0.001338212,0.00003974413,0.003575634,0.0003131767,0.0002056477,0.0003742298,0.003847562,0.9833224,0.00002852819],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.006063633,0.02080633,0.00226392,0.01388578,0.005424579,0.0001384741,0.00507801,0.001884684,0.9444545],"genre_scores_gemma":[0.01809858,0.00682242,0.001739522,0.0033384,0.001423019,0.00008868969,0.002640981,0.000313528,0.9655349],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1059597,"threshold_uncertainty_score":0.1511385,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006919531820743278,"score_gpt":0.203202377638615,"score_spread":0.1962828458178717,"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."}}