{"id":"W4392107705","doi":"10.15173/m.v1i11.698","title":"Medwire","year":2012,"lang":"en","type":"article","venue":"The Meducator","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0006384096,0.00008028393,0.00007379858,0.00002871632,0.0001308468,0.00001189105,0.000279304,0.00002245946,0.001523103],"category_scores_gemma":[0.00009770137,0.00004552592,0.00003877262,0.0001767523,0.00009517126,0.0001073419,0.00004726464,0.0001014987,0.04911349],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005837151,"about_ca_system_score_gemma":0.00004465059,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004071112,"about_ca_topic_score_gemma":0.000003753945,"domain_scores_codex":[0.9992144,0.00009219861,0.00008183428,0.00006742177,0.0001795858,0.0003646054],"domain_scores_gemma":[0.999272,0.00006055909,0.00003765608,0.0004469332,0.0000163361,0.0001665436],"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":[0.00001676777,0.0005082781,0.07783585,0.0000120313,0.00007824094,6.193682e-7,0.02069534,3.14495e-7,0.1433727,0.04294114,0.7119536,0.002585061],"study_design_scores_gemma":[0.0002081136,0.00001332814,0.1750143,0.000009661196,0.00006712238,0.00004152976,0.002656906,0.000001907854,0.04169329,0.0009414732,0.7791212,0.0002311938],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9674621,0.0007578927,0.00000133338,0.001558574,0.0008433197,0.0001108622,0.000005448726,0.0001213556,0.02913916],"genre_scores_gemma":[0.9947937,8.195087e-7,0.00009016498,0.0003319772,0.001062488,0.00003292408,0.000002997552,0.00004820153,0.003636799],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1016795,"threshold_uncertainty_score":0.9993896,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02948603104222407,"score_gpt":0.2995363476702626,"score_spread":0.2700503166280385,"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."}}