{"id":"W4406546225","doi":"10.1016/s1544-8800(05)70438-3","title":"10.1016/s1544-8800(05)70438-3","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Healthcare cost, quality, practices","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Vital signs; Cardiology; Radiology","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":[0.001130747,0.002882252,0.001735333,0.003076317,0.002526947,0.003407655,0.003187781,0.006261909,0.9906544],"category_scores_gemma":[0.001923079,0.0008769868,0.001441607,0.002593314,0.001628429,0.005160706,0.003381605,0.002826838,0.9927925],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001269692,"about_ca_system_score_gemma":0.001294324,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005436436,"about_ca_topic_score_gemma":0.004781642,"domain_scores_codex":[0.9993157,0.00004956103,0.00005627291,0.000218739,0.0001896239,0.0001700626],"domain_scores_gemma":[0.9975035,0.000672007,0.0001483469,0.0002289127,0.0005337881,0.0009134716],"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":[0.0003198718,0.0002967557,0.0009173659,0.0005183745,0.00003042814,0.0002309238,0.0001065905,0.0003829659,0.001466955,0.003732305,0.3669959,0.6250016],"study_design_scores_gemma":[0.00006485754,0.0001339863,0.0009749326,0.0003839289,0.00001427408,0.0003174252,0.0001260742,0.0002208399,0.0003315544,0.0004991271,0.9969073,0.00002559463],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0004526999,0.0003811561,0.0004723564,0.0004125743,0.0002540373,0.000107053,0.0006365798,0.000780218,0.9965034],"genre_scores_gemma":[0.0004962434,0.0001552858,0.000280563,0.0002315483,0.00006329561,0.00005535471,0.0003080676,0.0001241627,0.9982855],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.009345591,"threshold_uncertainty_score":0.01333034,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3539524357771727,"score_gpt":0.4604361519563242,"score_spread":0.1064837161791515,"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."}}