{"id":"W4406552346","doi":"10.1016/s1553-3212(07)70211-x","title":"10.1016/s1553-3212(07)70211-x","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Respiratory viral infections research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Meningitis; Medicine; Virology; Psychology; Pediatrics","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":[0.001363396,0.003058353,0.002031008,0.002807686,0.002868739,0.004098775,0.003528517,0.006747542,0.9904174],"category_scores_gemma":[0.001790197,0.001115151,0.001536875,0.002216296,0.002019012,0.005817747,0.003617178,0.003108239,0.9935176],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001313382,"about_ca_system_score_gemma":0.001366482,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004856583,"about_ca_topic_score_gemma":0.003975382,"domain_scores_codex":[0.999316,0.00004806183,0.00005790517,0.0002328263,0.0001887577,0.0001566038],"domain_scores_gemma":[0.997511,0.0006006078,0.0001619365,0.0002554258,0.0004323178,0.001038625],"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":[0.0004468388,0.0003016127,0.0009143415,0.0006301191,0.0000369306,0.0002591873,0.0001172053,0.0004824375,0.002015737,0.005665539,0.4368057,0.5523244],"study_design_scores_gemma":[0.00006993647,0.0001219878,0.0008194649,0.0003128863,0.00001308042,0.0003244156,0.0001225333,0.0002059668,0.0003392573,0.0005705071,0.9970748,0.00002505798],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0004007633,0.0003964086,0.0005372559,0.0004757865,0.0003144028,0.0001142743,0.0007043757,0.0007795308,0.9962773],"genre_scores_gemma":[0.0004411807,0.0001792104,0.0002994981,0.0002517058,0.00008009389,0.00006098978,0.0003401741,0.0001240672,0.9982231],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.009582579,"threshold_uncertainty_score":0.01366836,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02233707015271775,"score_gpt":0.2817298356056103,"score_spread":0.2593927654528925,"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."}}