{"id":"W4406582342","doi":"10.1016/s1169-7768(04)35269-0","title":"10.1016/s1169-7768(04)35269-0","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","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":[0.001122967,0.002588564,0.001654695,0.002788835,0.002449012,0.00369092,0.003109358,0.005820752,0.9897832],"category_scores_gemma":[0.001838939,0.0009116725,0.001634846,0.002118041,0.001602679,0.004844694,0.003490216,0.002923376,0.9921871],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001135301,"about_ca_system_score_gemma":0.001353864,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004723052,"about_ca_topic_score_gemma":0.004395403,"domain_scores_codex":[0.9992896,0.00005385526,0.00006349514,0.0002083449,0.0002054302,0.0001793273],"domain_scores_gemma":[0.9976377,0.0005164052,0.0001310956,0.0002455994,0.0004657348,0.001003501],"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":[0.0003412113,0.0002824827,0.0009394329,0.0005228173,0.00003125026,0.0002093317,0.00008411772,0.0003496432,0.001433264,0.003940613,0.3954518,0.5964141],"study_design_scores_gemma":[0.00005576727,0.0001015035,0.0008535997,0.0002834414,0.00001034235,0.0003485436,0.00008660738,0.0001458626,0.0002474928,0.0004782781,0.997368,0.00002062423],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0003327487,0.0003720156,0.0004564243,0.0004304868,0.0003412444,0.00009379496,0.0005159939,0.0006989304,0.9967584],"genre_scores_gemma":[0.000443745,0.0001836422,0.0003144708,0.0002467335,0.00009236091,0.00005159351,0.0003344546,0.0001293863,0.9982036],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.01021677,"threshold_uncertainty_score":0.01457298,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006941882297083286,"score_gpt":0.2014236259170067,"score_spread":0.1944817436199235,"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."}}