{"id":"W4392107798","doi":"10.15173/m.v1i6.645","title":"MedUpdate","year":2012,"lang":"nl","type":"article","venue":"The Meducator","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University","funders":"","keywords":"Medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008638144,0.001167448,0.001082818,0.003824967,0.001616236,0.005030022,0.001966036,0.001747643,0.9264879],"category_scores_gemma":[0.00579713,0.0006789368,0.00101088,0.002115117,0.0006115201,0.002373408,0.00295648,0.001897408,0.8891087],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001116723,"about_ca_system_score_gemma":0.002045579,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004966991,"about_ca_topic_score_gemma":0.008028136,"domain_scores_codex":[0.9993097,0.00009899757,0.00003877495,0.00009329044,0.0003317368,0.0001275724],"domain_scores_gemma":[0.9978095,0.0003331275,0.00009407385,0.0004366668,0.0008257839,0.0005009772],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004321702,0.00002000611,0.00007148464,0.00009192879,0.000002544629,0.0000206456,0.00001653902,0.00001643957,0.0000698804,0.0008586707,0.9522552,0.0465333],"study_design_scores_gemma":[0.00001488083,0.000008358917,0.0002702429,0.0000646963,0.000002719463,0.00003644526,0.00001813508,0.00002552509,0.0001227024,0.0005306521,0.9988991,0.000006593003],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0004439401,0.0008584431,0.0006434637,0.00183598,0.004350967,0.0001288144,0.0207601,0.006291697,0.9646865],"genre_scores_gemma":[0.001322181,0.0003871913,0.0003199849,0.0005490595,0.0003773433,0.00006722872,0.008458141,0.001421437,0.9870974],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.07351208,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03216884481483779,"score_gpt":0.3023105433412592,"score_spread":0.2701416985264214,"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."}}