{"id":"W4406396552","doi":"10.1016/s0024-7804(97)86863-7","title":"10.1016/s0024-7804(97)86863-7","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Blood transfusion and management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Chemistry","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":[0.001478669,0.003841308,0.002828453,0.003413491,0.002785398,0.004542408,0.004401857,0.007325649,0.9883343],"category_scores_gemma":[0.002130961,0.001236499,0.001974615,0.003028761,0.002513478,0.005890745,0.003751015,0.00346366,0.9930342],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001306704,"about_ca_system_score_gemma":0.001470537,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00406839,"about_ca_topic_score_gemma":0.00304349,"domain_scores_codex":[0.9991223,0.00006677547,0.00008362129,0.0002788674,0.0002285134,0.0002198894],"domain_scores_gemma":[0.9967347,0.0008722037,0.0002335502,0.0003149741,0.0006666557,0.001177819],"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":[0.000461191,0.0002617081,0.0008768308,0.0009154916,0.00005296102,0.0003342725,0.0001328834,0.0004969686,0.002073248,0.005163191,0.3529444,0.6362868],"study_design_scores_gemma":[0.00008136588,0.0001867449,0.0009186012,0.0004777624,0.00001860686,0.0004115065,0.0001344173,0.0002547137,0.0003973109,0.0006813391,0.9964065,0.00003100403],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0004539545,0.0005633511,0.0006212348,0.0004266762,0.0003936756,0.0001268571,0.0006267861,0.0008493455,0.9959381],"genre_scores_gemma":[0.0004983208,0.0002397466,0.0003166572,0.0002109542,0.00009913096,0.00007263194,0.0003504877,0.0001653725,0.9980468],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.0116657,"threshold_uncertainty_score":0.01663965,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006880947996798502,"score_gpt":0.1826077632881878,"score_spread":0.1757268152913893,"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."}}