{"id":"W4252020426","doi":"10.3410/f.715347810.790852892","title":"Faculty Opinions recommendation of Moderate glucose control results in less negative nitrogen balances in medical intensive care unit patients: a randomized, controlled study.","year":2012,"lang":"en","type":"dataset","venue":"Faculty Opinions – Post-Publication Peer Review of the Biomedical Literature","topic":"Electrolyte and hormonal disorders","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Health Sciences Centre; Sunnybrook Health Science Centre","funders":"","keywords":"Randomized controlled trial; Intensive care unit; Control (management); Medicine; Emergency medicine; Internal medicine; Computer science; Artificial intelligence","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":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00384327,0.0007260138,0.004226239,0.0008455039,0.0001233653,0.00006297658,0.0009783972,0.0008596226,0.0001572007],"category_scores_gemma":[0.04844956,0.0004219707,0.0009905036,0.002108702,0.0005192359,0.0003093049,0.0002635328,0.001972878,0.00001489279],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002184084,"about_ca_system_score_gemma":0.001167748,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004879152,"about_ca_topic_score_gemma":0.0002520198,"domain_scores_codex":[0.99019,0.002472232,0.003644946,0.0007558385,0.002375433,0.000561585],"domain_scores_gemma":[0.9801314,0.001146154,0.002359323,0.0009914081,0.0149426,0.0004290683],"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":[0.03018407,0.001961751,0.0003254791,0.003194863,0.00077316,0.000002352018,0.001512562,3.280599e-7,3.422883e-7,0.0000666119,0.9603049,0.001673619],"study_design_scores_gemma":[0.2809351,0.0005672448,0.007495794,0.01468184,0.0009142025,0.00001332232,0.001466039,0.00006470548,0.000003448823,0.00003956587,0.6934338,0.0003849041],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0001556897,0.005098714,0.000005889926,0.1087567,0.0002764214,0.009239808,0.8763569,0.00001992267,0.00008992235],"genre_scores_gemma":[0.006051761,0.001337817,0.00003647296,0.007779617,0.0001602721,0.001553847,0.9829638,0.000031453,0.00008497074],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.2668711,"threshold_uncertainty_score":0.9998232,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02661504358950755,"score_gpt":0.3544562638924191,"score_spread":0.3278412203029116,"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."}}