{"id":"W2414440217","doi":"10.1097/sga.0b013e31827a8b79","title":"ARE YOU FIT FOR RESEARCH?","year":2012,"lang":"en","type":"article","venue":"Gastroenterology Nursing","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Gastroenterology; Internal medicine; Family medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.06882361,0.001221351,0.002834785,0.002809616,0.006301014,0.01522006,0.002521906,0.02279877,0.0758194],"category_scores_gemma":[0.3306307,0.0007645018,0.001913815,0.002905566,0.01117221,0.02243658,0.006029831,0.02061358,0.0550724],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003396759,"about_ca_system_score_gemma":0.02194314,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002411499,"about_ca_topic_score_gemma":0.004669828,"domain_scores_codex":[0.9654974,0.01660961,0.002733768,0.002131856,0.01010494,0.002922394],"domain_scores_gemma":[0.7233577,0.07736281,0.01651841,0.0146548,0.102198,0.06590831],"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":[0.0001091807,0.00008564514,0.001555424,0.0007355183,0.00006042132,0.000185176,0.0004893414,0.0000154459,0.0001337474,0.003871269,0.9325224,0.06023639],"study_design_scores_gemma":[0.0001109734,0.0002309963,0.00167371,0.004332677,0.00008970004,0.0005621844,0.004293308,0.00004968526,0.000129067,0.01372309,0.9747255,0.00007906796],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0002924415,0.0126139,0.0003130795,0.9412608,0.03996345,0.00006964037,0.0001235126,0.00006629173,0.005296905],"genre_scores_gemma":[0.00532002,0.03328367,0.001837404,0.8906674,0.04432894,0.0004963022,0.0002190476,0.000154784,0.02369235],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.0758194,"threshold_uncertainty_score":0.3639784,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2399652630799464,"score_gpt":0.5110072057500941,"score_spread":0.2710419426701477,"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."}}