{"id":"W4411660691","doi":"10.51847/lqztv2eou3","title":"10.51847/LQztv2EOU3","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Pharmaceutical Practices and Patient Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Stroke (engine); Emergency medicine; Engineering","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":[0.0008349132,0.0008470026,0.000698694,0.001878473,0.001115785,0.002413342,0.0008528152,0.002650264,0.9388746],"category_scores_gemma":[0.001347095,0.0003314208,0.0005972513,0.001534885,0.0007579824,0.001377885,0.002150763,0.001097106,0.9213056],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000945597,"about_ca_system_score_gemma":0.0007681045,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003727828,"about_ca_topic_score_gemma":0.003026077,"domain_scores_codex":[0.9993815,0.0001016794,0.00006368959,0.0001386747,0.0001614596,0.0001529214],"domain_scores_gemma":[0.9988776,0.0002360072,0.0001051058,0.0001432808,0.0002766165,0.0003613262],"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":[0.0005293468,0.0004844725,0.009552234,0.0003215497,0.00003021704,0.0007889399,0.0001578166,0.0004124867,0.002954505,0.004285697,0.2524189,0.7280637],"study_design_scores_gemma":[0.0001963991,0.0001936124,0.008502635,0.0003807453,0.00001954275,0.001261839,0.0002420478,0.0007912689,0.0009848628,0.002563418,0.9848287,0.00003499385],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01101108,0.001191831,0.002692492,0.0049077,0.001280551,0.0002094781,0.006585137,0.002220337,0.9699014],"genre_scores_gemma":[0.01360523,0.000336017,0.001306714,0.0009238314,0.0002360021,0.0000857429,0.002732038,0.0003476551,0.9804268],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.0611254,"threshold_uncertainty_score":0.08718789,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05241201994880594,"score_gpt":0.3186133673068844,"score_spread":0.2662013473580785,"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."}}