{"id":"W4404196874","doi":"10.1007/978-981-97-4738-2_11","title":"Population Needs: Vulnerable Populations","year":2024,"lang":"en","type":"book-chapter","venue":"","topic":"Migration, Health and Trauma","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Memorial University of Newfoundland; Western University; Lawson Health Research Institute; Canadian Heart Research Centre","funders":"","keywords":"Geography","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":[0.0007742381,0.0007590703,0.0005190139,0.0008645662,0.002525464,0.00434305,0.0007511653,0.002872793,0.03165654],"category_scores_gemma":[0.001547194,0.0003322148,0.0002400892,0.001107581,0.002408585,0.005061144,0.004187675,0.003695735,0.005642248],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002277906,"about_ca_system_score_gemma":0.004710914,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006367027,"about_ca_topic_score_gemma":0.02022533,"domain_scores_codex":[0.9996258,0.0001650822,0.00001036543,0.00002179778,0.00008786058,0.00008910224],"domain_scores_gemma":[0.9996582,0.0001511311,0.00002198409,0.00001068629,0.00005009239,0.0001080342],"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":[0.000009142028,0.00008277503,0.0003899187,0.0003190868,0.000003928594,0.0002506194,0.009294167,0.0001382732,0.000115478,0.2097189,0.6998814,0.07979629],"study_design_scores_gemma":[0.000003892696,0.00001565799,0.0006891184,0.0005573104,0.000003466931,0.0002749215,0.009192539,0.00004256611,0.00002217883,0.07042899,0.9187629,0.000006402939],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.004363799,0.07584718,0.001591574,0.1588359,0.009591331,0.0001402382,0.0001549655,0.00006293373,0.7494122],"genre_scores_gemma":[0.04808164,0.1133523,0.002256792,0.05015441,0.008009864,0.0004647916,0.0002575503,0.0001027898,0.7773199],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.03165654,"threshold_uncertainty_score":0.1059017,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06138585220371877,"score_gpt":0.3491333991959752,"score_spread":0.2877475469922565,"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."}}