{"id":"W4406579961","doi":"10.1016/s1541-9800(10)70537-8","title":"10.1016/s1541-9800(10)70537-8","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":"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001108188,0.003065898,0.001758685,0.003006432,0.002451536,0.003362898,0.003240858,0.006670941,0.9904226],"category_scores_gemma":[0.001847852,0.0009257165,0.001482173,0.002473048,0.0015958,0.005342045,0.003486685,0.00289969,0.9931343],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001208516,"about_ca_system_score_gemma":0.001253959,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004696069,"about_ca_topic_score_gemma":0.004392536,"domain_scores_codex":[0.999302,0.0000491472,0.00006032055,0.0002213433,0.0001999394,0.0001672699],"domain_scores_gemma":[0.9975762,0.0006896192,0.0001492028,0.0002214623,0.0004747849,0.0008888262],"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":[0.0003062928,0.0002922015,0.0008428092,0.0005698905,0.00002808179,0.0002326867,0.00009627642,0.0003620298,0.001374764,0.00348583,0.3752008,0.6172085],"study_design_scores_gemma":[0.0000725112,0.0001370262,0.0009812544,0.0004415363,0.00001370615,0.0003568851,0.0001215615,0.0002071525,0.0003425502,0.000546563,0.9967518,0.00002757609],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0004040186,0.0003884107,0.000390358,0.0003839727,0.0002551681,0.00009884383,0.0006189511,0.0006650005,0.9967954],"genre_scores_gemma":[0.0004938375,0.0001807042,0.0002832479,0.00025908,0.0000727724,0.0000620967,0.000344876,0.0001273673,0.998176],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.009577394,"threshold_uncertainty_score":0.01366091,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.370901663123167,"score_gpt":0.4638314458697309,"score_spread":0.09292978274656388,"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."}}