{"id":"W4406522912","doi":"10.1016/s0029-7437(05)70283-4","title":"10.1016/s0029-7437(05)70283-4","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Healthcare Technology and Patient Monitoring","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Computer science","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001410455,0.0001254486,0.0002176957,0.000115045,0.00008429312,0.000005885078,0.0001066836,0.0001804854,0.9900319],"category_scores_gemma":[0.00007143004,0.0001176517,0.00004983125,0.000239717,0.00004144856,0.00004196231,0.00002441047,0.0002770057,0.9909744],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005806846,"about_ca_system_score_gemma":0.00005222059,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003541557,"about_ca_topic_score_gemma":1.735881e-7,"domain_scores_codex":[0.9990599,0.00002798454,0.0002024822,0.0002229273,0.0001582478,0.0003284733],"domain_scores_gemma":[0.9993002,0.00004265209,0.0000230431,0.00036794,0.00004882722,0.0002173695],"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":[0.0001450569,0.00005625204,0.00001289905,0.0000234273,0.00001692475,0.00002887914,0.00002467586,0.000003017934,0.00004130957,9.755997e-7,0.4616758,0.5379708],"study_design_scores_gemma":[0.0003826881,0.0006111175,0.0002944753,0.00009212185,0.00002317037,0.00004830703,0.000002076197,0.00003323332,0.0004811765,0.000006533425,0.9979112,0.0001138584],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01824535,0.0001092119,8.636901e-7,0.002110175,0.000001287379,0.0003103387,0.000005732522,0.0005197554,0.9786973],"genre_scores_gemma":[0.004155208,8.480837e-7,0.0002468842,0.0001353172,0.0002659288,0.00002616096,0.00001607347,0.00002346139,0.9951301],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5378569,"threshold_uncertainty_score":0.4797696,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01652832390232006,"score_gpt":0.2442699351415306,"score_spread":0.2277416112392106,"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."}}