{"id":"W3156454838","doi":"10.12968/gasn.2021.19.3.6","title":"Career talk: Lead Colorectal Specialist Nurse","year":2021,"lang":"en","type":"article","venue":"Gastrointestinal Nursing","topic":"Healthcare Systems and Challenges","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Thomas Hospital","funders":"","keywords":"Medicine; Nursing; Lead (geology); Family medicine","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":[0.002687681,0.0007385468,0.0006563,0.0005604709,0.009343493,0.003563378,0.001305789,0.007212284,0.05829686],"category_scores_gemma":[0.01307103,0.0008119259,0.0006176058,0.0003642734,0.001785117,0.003363539,0.0055987,0.01256043,0.01855479],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002789865,"about_ca_system_score_gemma":0.008673164,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009467532,"about_ca_topic_score_gemma":0.0363194,"domain_scores_codex":[0.9971552,0.0008237532,0.0001091167,0.0002167436,0.0005536066,0.001141578],"domain_scores_gemma":[0.9831247,0.001040208,0.0004781085,0.0001112873,0.002363563,0.01288207],"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":[0.00005312045,0.00009809223,0.001445824,0.0001191373,0.00000542758,0.001011521,0.008191311,0.0000319977,0.0005210931,0.0005938889,0.9782069,0.009721654],"study_design_scores_gemma":[0.00005187507,0.0003878602,0.004941081,0.000505722,0.00001023398,0.003701897,0.1163232,0.0001174569,0.0002845599,0.0005502609,0.8730531,0.00007279466],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.027312,0.006421423,0.002943685,0.7698528,0.09420013,0.0005485715,0.0005345666,0.000658644,0.09752817],"genre_scores_gemma":[0.1123717,0.003989181,0.00274295,0.5182981,0.009096306,0.0007437362,0.0003180194,0.0004167457,0.3520232],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.05829686,"threshold_uncertainty_score":0.1950224,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09298753347341074,"score_gpt":0.4119664649821573,"score_spread":0.3189789315087466,"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."}}