{"id":"W2481719255","doi":"10.1097/nur.0000000000000229","title":"“One Flare at a Time”","year":2016,"lang":"en","type":"article","venue":"Clinical Nurse Specialist","topic":"Gastrointestinal motility and disorders","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Wilfrid Laurier University","funders":"","keywords":"Irritable bowel syndrome; Coping (psychology); Psychology; Pleasure; Salient; Disease; Everyday life; Lived experience; Clinical psychology; Medicine; Psychiatry; Psychotherapist; Pathology","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":[0.0003333202,0.0001364379,0.0004230109,0.00003567852,0.0000733589,0.00001068719,0.0001176361,0.0001285069,0.008478915],"category_scores_gemma":[0.002865491,0.00009582588,0.0002892719,0.0001010437,0.0005847782,0.00005386115,0.00005283315,0.0001642975,0.008602799],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008273122,"about_ca_system_score_gemma":0.00007674311,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000009639881,"about_ca_topic_score_gemma":0.00004016529,"domain_scores_codex":[0.9984274,0.00008249613,0.0005434031,0.0003958264,0.0002512351,0.0002996337],"domain_scores_gemma":[0.9985017,0.0004218322,0.00009230313,0.0004748989,0.0001122324,0.0003970207],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004113208,0.002887526,0.502945,0.00007369951,0.0001237533,0.0002321405,0.00006302886,1.08711e-7,0.005633208,0.002607684,0.2834013,0.1979193],"study_design_scores_gemma":[0.004755976,0.001016963,0.828126,0.0003974916,0.0001353758,0.00006736236,0.00003263234,0.000006726244,0.0001795188,0.001548302,0.1635567,0.000177036],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8221096,0.00007598777,0.0002037436,0.04173376,0.0007219892,0.0004187383,0.00004887769,0.0002016593,0.1344856],"genre_scores_gemma":[0.9021264,0.00005106663,0.002105325,0.004038186,0.003689369,0.00001186958,0.00004592721,0.00005033029,0.08788149],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3251809,"threshold_uncertainty_score":0.9924275,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05270286923202341,"score_gpt":0.3558830025404568,"score_spread":0.3031801333084334,"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."}}