{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002349688,0.0002687384,0.0002824501,0.0003159844,0.003423836,0.002492955,0.0005263102,0.0008659583,0.002747147],"category_scores_gemma":[0.006977761,0.0001626435,0.0002132124,0.0003139976,0.007026389,0.002526192,0.002938947,0.001645449,0.0003887172],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001108628,"about_ca_system_score_gemma":0.002070295,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003001759,"about_ca_topic_score_gemma":0.004380055,"domain_scores_codex":[0.997488,0.001697999,0.00007763895,0.0001303963,0.0002791943,0.000326783],"domain_scores_gemma":[0.9960043,0.001648297,0.0009826139,0.0001442644,0.0004929602,0.0007275909],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000935076,0.00008057338,0.0401703,0.0003753176,0.00002214161,0.001979767,0.9275516,0.00002762158,0.001357546,0.003289147,0.005097079,0.01995546],"study_design_scores_gemma":[0.000006212602,0.0001306235,0.01125313,0.0002919109,0.00001316446,0.00181439,0.9543296,0.00002212107,0.000158523,0.0006631303,0.03130126,0.00001591098],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.9500279,0.00489598,0.001439756,0.01715767,0.0007245688,0.00007547371,0.00006399852,0.00002454597,0.02559],"genre_scores_gemma":[0.9907745,0.001483554,0.0003531189,0.003846167,0.0001088399,0.00004405364,0.00002573334,0.000007331478,0.003356728],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.003423836,"threshold_uncertainty_score":0.0124265,"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."}}