{"id":"W4245822480","doi":"10.1111/imj.3_15296","title":"TASMANIA","year":2021,"lang":"en","type":"article","venue":"Internal Medicine Journal","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"St. Paul's Hospital","funders":"","keywords":"Medicine; Family medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0007422277,0.0001629931,0.0002920387,0.0001946246,0.0001010343,0.00006451406,0.0003377496,0.000046782,0.02741202],"category_scores_gemma":[0.001198805,0.0001171535,0.0001111096,0.000262685,0.0001319505,0.0001885559,0.00008116392,0.000901519,0.003319924],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001861872,"about_ca_system_score_gemma":0.0001476904,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003850173,"about_ca_topic_score_gemma":0.00003407255,"domain_scores_codex":[0.9979897,0.0001571134,0.0005372863,0.0001807272,0.0007907852,0.0003444153],"domain_scores_gemma":[0.9985054,0.0001016144,0.0002526006,0.0002186302,0.0005220089,0.000399778],"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":[0.0001087446,0.00008472765,0.01263245,0.000008870447,0.0001932275,0.006317581,0.0007454796,0.00000915958,0.1453248,0.0004665156,0.8267048,0.007403611],"study_design_scores_gemma":[0.004098053,0.0005160837,0.02869702,0.001474022,0.0001511141,0.1327077,0.001571836,0.0001675124,0.01804747,0.005903044,0.8063697,0.0002964321],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6351339,0.005143407,0.007676874,0.01511758,0.00882583,0.00007225323,0.00001091486,0.0001476145,0.3278716],"genre_scores_gemma":[0.9669521,0.0001202193,0.0009348928,0.001482646,0.006869867,0.000001398822,0.000003777255,0.00007360228,0.02356145],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3318182,"threshold_uncertainty_score":0.9974561,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02311332920179765,"score_gpt":0.3262160196987039,"score_spread":0.3031026904969062,"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."}}