{"id":"W4406441594","doi":"10.1016/s0029-7437(06)72491-0","title":"10.1016/s0029-7437(06)72491-0","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Medical Education and Admissions","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Vital signs; Medical school; Medicine; Medical education; Psychology; Anesthesia","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":[0.001246371,0.002846505,0.002054523,0.003260538,0.002879045,0.004327952,0.003482656,0.00596952,0.9909582],"category_scores_gemma":[0.002172447,0.001053202,0.001508073,0.002704114,0.002183107,0.00496095,0.003700311,0.002883882,0.9935942],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001272675,"about_ca_system_score_gemma":0.001626168,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005286429,"about_ca_topic_score_gemma":0.004285363,"domain_scores_codex":[0.9992369,0.00006104315,0.00006185473,0.0002411623,0.0002008779,0.0001981986],"domain_scores_gemma":[0.9970666,0.0006615984,0.0001757162,0.0002844965,0.0005800817,0.001231675],"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":[0.0003136589,0.0002732717,0.001024436,0.0005923123,0.00003414919,0.000240435,0.0001376223,0.0004089314,0.001706261,0.005687926,0.3753391,0.6142419],"study_design_scores_gemma":[0.00004849124,0.0001190295,0.0009638601,0.0003435786,0.00001085111,0.0002782466,0.0001415782,0.0002024026,0.000268809,0.0005354176,0.9970656,0.00002215446],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000394622,0.0002709746,0.0004646182,0.0003498592,0.0002715003,0.00009489326,0.0005363374,0.0006959789,0.9969211],"genre_scores_gemma":[0.0004619958,0.0001216486,0.0002451774,0.0001415698,0.00005795811,0.00004728342,0.0002878435,0.0001452799,0.9984913],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.009041786,"threshold_uncertainty_score":0.01289696,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01331923063934204,"score_gpt":0.2537901637707499,"score_spread":0.2404709331314079,"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."}}