{"id":"W4406509726","doi":"10.1016/j.yped.2016.08.086","title":"10.1016/j.yped.2016.08.086","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Congenital Heart Disease Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Mechanical ventilation; Ventilation (architecture); Intensive care medicine; Anesthesia; Surgery; Mechanical engineering; Engineering","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":[0.0008990874,0.0005533699,0.0003437672,0.001898187,0.0007358046,0.00191969,0.0007013361,0.002238132,0.8538533],"category_scores_gemma":[0.002228093,0.0003591298,0.0004240941,0.0009749477,0.0005537888,0.00166763,0.00135402,0.0009114241,0.7492381],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006292301,"about_ca_system_score_gemma":0.001009713,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004265364,"about_ca_topic_score_gemma":0.003916853,"domain_scores_codex":[0.9996849,0.00004598841,0.00004100331,0.00005820786,0.00008743886,0.00008243463],"domain_scores_gemma":[0.9987048,0.0002842414,0.0001827385,0.00007662995,0.0002125421,0.0005391084],"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":[0.0003306486,0.0002395983,0.01970464,0.0005516582,0.00004762705,0.0003833346,0.000227787,0.0001204331,0.0003424972,0.004111107,0.4214056,0.5525352],"study_design_scores_gemma":[0.00009490143,0.0001136412,0.03191921,0.002078439,0.00005009077,0.002549924,0.0007318864,0.0001553461,0.0003761404,0.003293721,0.9586018,0.00003490779],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01037224,0.01659365,0.001020985,0.01448967,0.003901215,0.0001017598,0.01382978,0.001139337,0.9385514],"genre_scores_gemma":[0.02775046,0.007457964,0.001551588,0.00254544,0.001112105,0.0001028587,0.005892999,0.0002776723,0.953309],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1461467,"threshold_uncertainty_score":0.2084606,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00764742628467858,"score_gpt":0.2114429109318501,"score_spread":0.2037954846471716,"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."}}