{"id":"W4323353106","doi":"10.1093/jcag/gwac036.288","title":"A288 PHYSICIAN PERSPECTIVES OF MALNUTRITION CARE IN NOVA SCOTIA: A MORE-2-EAT (M2E) NOVA SCOTIA PHASE 2 QUALITATIVE SUBSTUDY","year":2023,"lang":"en","type":"article","venue":"Journal of the Canadian Association of Gastroenterology","topic":"Dietetics, Nutrition, and Education","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University; University of Alberta","funders":"","keywords":"Malnutrition; Nova scotia; Qualitative research; Medicine; Family medicine; Health care; Nursing; Political science; Geography","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.006076384,0.0003391828,0.0006457105,0.001489812,0.005462626,0.001793074,0.0009299607,0.001100683,0.003011917],"category_scores_gemma":[0.009093545,0.0007099055,0.0005707832,0.001665287,0.002562318,0.0009279781,0.003276385,0.00140663,0.0003012338],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02415078,"about_ca_system_score_gemma":0.02787534,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.4627868,"about_ca_topic_score_gemma":0.6750329,"domain_scores_codex":[0.9958647,0.002045258,0.0002816759,0.0002786713,0.0003011782,0.001228366],"domain_scores_gemma":[0.989898,0.00486164,0.001249956,0.0003544494,0.002117103,0.001518923],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0005451624,0.0008164415,0.1276969,0.002284495,0.00005453556,0.002334352,0.8451598,0.00016272,0.002099264,0.0003759736,0.003205118,0.01526528],"study_design_scores_gemma":[0.0000945951,0.0006891227,0.1776146,0.001020876,0.0000362521,0.0002644929,0.815352,0.0001186862,0.0003056536,0.00006782531,0.00439865,0.00003719169],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.995906,0.0002982498,0.000110557,0.0006851376,0.00001949353,0.0009985969,0.0006824486,0.000003315535,0.001296241],"genre_scores_gemma":[0.9922819,0.0006708331,0.000709333,0.001830018,0.00002044128,0.002456176,0.000347818,0.000006439113,0.001677066],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5372132,"threshold_uncertainty_score":0.9201862,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0429721103025166,"score_gpt":0.4099463209162963,"score_spread":0.3669742106137798,"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."}}