{"id":"W4392107928","doi":"10.15173/m.v1i17.759","title":"MedWire","year":2012,"lang":"en","type":"article","venue":"The Meducator","topic":"Science, Research, and Medicine","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Psychology","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":[],"category_scores_codex":[0.0009618475,0.00006880534,0.0001258323,0.00005946088,0.0001233904,0.000005680931,0.0001570801,0.0000289345,0.001076731],"category_scores_gemma":[0.000312959,0.00003320298,0.00004332445,0.0002561803,0.0002544743,0.00005543206,0.00003499797,0.0001742519,0.0005644994],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004203908,"about_ca_system_score_gemma":0.0001802913,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006523257,"about_ca_topic_score_gemma":0.00000212247,"domain_scores_codex":[0.9989312,0.00003567254,0.0000976099,0.00009263843,0.0004272167,0.0004156531],"domain_scores_gemma":[0.999027,0.00007593603,0.00002084031,0.0003701417,0.00004452076,0.0004615918],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001376068,0.001151952,0.4110687,0.0001643058,0.0001205711,0.00002246251,0.03081789,6.755258e-8,0.1690178,0.01322754,0.311818,0.06245314],"study_design_scores_gemma":[0.000989744,0.0001995696,0.5429047,0.00008098909,0.0001091083,0.0003280611,0.008467033,0.000006659689,0.02899435,0.0001983958,0.4175885,0.0001328964],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.944253,0.00153374,0.000007949828,0.01464199,0.0007877856,0.0002139216,5.628261e-7,0.0000354489,0.03852554],"genre_scores_gemma":[0.981481,0.00003756323,0.00009008493,0.00245045,0.001771365,0.0000227593,0.000002665518,0.000009673681,0.01413447],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1400234,"threshold_uncertainty_score":0.9998364,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05253853890453523,"score_gpt":0.3852867879010142,"score_spread":0.3327482489964789,"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."}}