{"id":"W2772525877","doi":"10.1097/nur.0000000000000345","title":"“It Just Is What It Is”","year":2017,"lang":"en","type":"article","venue":"Clinical Nurse Specialist","topic":"Gastrointestinal motility and disorders","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Wilfrid Laurier University","funders":"","keywords":"Computer science","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":[0.000527297,0.0002188238,0.000574055,0.00003666749,0.0003840378,0.000354791,0.0004338326,0.0002103425,0.00668959],"category_scores_gemma":[0.003327971,0.0001957659,0.000460069,0.00005227829,0.001204472,0.0003959211,0.00009281091,0.0005614032,0.002556323],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000370149,"about_ca_system_score_gemma":0.0001354362,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008924653,"about_ca_topic_score_gemma":0.0001989855,"domain_scores_codex":[0.9978919,0.00005385447,0.00073618,0.0005719413,0.0003589593,0.0003871815],"domain_scores_gemma":[0.9973819,0.0002110704,0.0002690824,0.001470891,0.0001822383,0.0004848035],"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":[0.0005403489,0.0008238574,0.1298247,0.00005232481,0.00004535195,0.0001316776,0.0003955885,7.739415e-8,0.00001491411,0.0004564693,0.835315,0.03239963],"study_design_scores_gemma":[0.002922643,0.0005302479,0.3533643,0.0005257369,0.0001842974,0.00004520817,0.001996258,0.00004376168,0.00003925962,0.001060887,0.6391005,0.0001869265],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1448026,0.0001587619,0.00005556697,0.563792,0.004319035,0.0004713155,0.00003479506,0.00008243894,0.2862834],"genre_scores_gemma":[0.7785786,0.0008300088,0.001537426,0.164111,0.007868964,0.00001300454,0.0000471241,0.00006956829,0.04694422],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.633776,"threshold_uncertainty_score":0.9982203,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1881149839886426,"score_gpt":0.4659490721230602,"score_spread":0.2778340881344176,"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."}}