{"id":"W4404481377","doi":"10.12968/gasn.2024.0093","title":"Promoting new competencies in liver care","year":2024,"lang":"en","type":"article","venue":"Gastrointestinal Nursing","topic":"Cholangiocarcinoma and Gallbladder Cancer Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Royal Canadian Navy","funders":"","keywords":"Medicine; Nursing; Family medicine; Medical education","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":[0.02521083,0.001203397,0.0008510546,0.003186825,0.005260361,0.00722662,0.002473188,0.0101441,0.01752803],"category_scores_gemma":[0.08316211,0.0006922942,0.001022687,0.002056964,0.003505669,0.007067676,0.008431347,0.01631092,0.004493878],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007795201,"about_ca_system_score_gemma":0.03565961,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02934575,"about_ca_topic_score_gemma":0.07890424,"domain_scores_codex":[0.9812743,0.007454106,0.001310422,0.0005529535,0.007595372,0.001812931],"domain_scores_gemma":[0.9080907,0.04084333,0.003625461,0.002199049,0.01832258,0.02691891],"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":[0.00001117594,0.00008339941,0.0005869023,0.0006170374,0.000009068866,0.0001606311,0.0009354611,0.00004052142,0.00006342351,0.002247961,0.9172852,0.07795926],"study_design_scores_gemma":[0.00002554849,0.0001124712,0.002653985,0.003382681,0.00001258139,0.000433676,0.002366023,0.00004267068,0.0001094038,0.001266083,0.9895558,0.00003908596],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0008714828,0.07111638,0.0006984567,0.8269251,0.07292069,0.0001168714,0.00004717368,0.0001218441,0.02718199],"genre_scores_gemma":[0.0226947,0.2445142,0.004327534,0.6061538,0.06124908,0.0005766783,0.0002198255,0.0002906936,0.05997349],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.02934575,"threshold_uncertainty_score":0.1333292,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02469831860322877,"score_gpt":0.2879955976567263,"score_spread":0.2632972790534975,"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."}}