{"id":"W4387754937","doi":"10.18192/uojm.v13is1.6573","title":"Why do Many Long-Term Care Homes have so few Physicians?","year":2023,"lang":"en","type":"article","venue":"University of Ottawa Journal of Medicine","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Term (time); Medicine; Family medicine; Physics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.002038346,0.0002688337,0.0004307258,0.0008258573,0.006408356,0.002825614,0.001116775,0.003007064,0.02400958],"category_scores_gemma":[0.01539408,0.00045457,0.0003072365,0.0009798057,0.002578223,0.00409566,0.001392827,0.003325157,0.005193365],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002765368,"about_ca_system_score_gemma":0.003623749,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02174936,"about_ca_topic_score_gemma":0.0555615,"domain_scores_codex":[0.9973823,0.0005888285,0.0001316728,0.0004107911,0.0009126463,0.0005737149],"domain_scores_gemma":[0.9808884,0.002028071,0.002662672,0.000416067,0.003645765,0.01035901],"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":[0.0001434357,0.0003006178,0.2474251,0.0004080549,0.0001000383,0.003180775,0.01423272,0.00005964328,0.0007754659,0.004532215,0.6080469,0.1207951],"study_design_scores_gemma":[0.0001174013,0.0003323293,0.3367282,0.002542498,0.0001629727,0.01523484,0.1799166,0.0003547899,0.0004904339,0.007627613,0.4563265,0.000165646],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.230617,0.01987803,0.001455827,0.7017459,0.008270897,0.00005771142,0.0005420109,0.0002714629,0.03716112],"genre_scores_gemma":[0.7229473,0.01275916,0.001721132,0.2315776,0.006565134,0.00009841265,0.0004317749,0.0002034257,0.02369604],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.02400958,"threshold_uncertainty_score":0.08032006,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02341893776592563,"score_gpt":0.3296590339844276,"score_spread":0.306240096218502,"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."}}