{"id":"W4406565065","doi":"10.1016/j.ypdi.2014.01.003","title":"10.1016/j.ypdi.2014.01.003","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Vitamin D Research Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Pneumonia; Vitamin D and neurology; Internal medicine; Intensive care medicine","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":[0.001008022,0.0008997362,0.0005402495,0.001931741,0.0007177271,0.00279689,0.0009813757,0.003114866,0.8765933],"category_scores_gemma":[0.001754429,0.0004232813,0.0004898518,0.00100997,0.00079388,0.001859833,0.001410459,0.001397803,0.8241696],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008862308,"about_ca_system_score_gemma":0.001154325,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002532994,"about_ca_topic_score_gemma":0.002309354,"domain_scores_codex":[0.9996828,0.00003834099,0.00002929019,0.00007636661,0.0001002976,0.00007291124],"domain_scores_gemma":[0.9988275,0.0002218533,0.0001608764,0.00007914059,0.0002379001,0.0004727298],"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":[0.0002807212,0.0002033366,0.006961836,0.0004984282,0.00003953373,0.0002676725,0.0001132866,0.0001054453,0.0005148782,0.00440907,0.3148974,0.6717082],"study_design_scores_gemma":[0.0000650154,0.00009137611,0.007547226,0.001090064,0.00003782509,0.002185119,0.0002801014,0.0001376269,0.0003852759,0.003598764,0.9845585,0.00002297551],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.005901346,0.02684956,0.002318818,0.01632466,0.003685202,0.0001115766,0.004859614,0.00163522,0.9383139],"genre_scores_gemma":[0.01696952,0.01139508,0.00242645,0.003016806,0.00143024,0.00008990428,0.002722105,0.00028677,0.9616631],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1234067,"threshold_uncertainty_score":0.1760247,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0105971218662177,"score_gpt":0.2388031097390411,"score_spread":0.2282059878728234,"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."}}