{"id":"W1867911183","doi":"10.25071/1920-7336.26035","title":"The Guideline on Procedures with Respect to Vulnerable Persons Appearing Before the Immigration and Refugee Board of Canada: A Critical Overview","year":2008,"lang":"en","type":"article","venue":"Refuge Canada s Journal on Refuge","topic":"Migration, Health and Trauma","field":"Psychology","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Guideline; Disadvantaged; Refugee; Immigration; Scope (computer science); Political science; Mental health; Immigration detention; Medicine; Psychology; Law; Psychiatry; Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.03836991,0.001269554,0.002134725,0.008426039,0.009262437,0.005728628,0.006816868,0.01627922,0.002519295],"category_scores_gemma":[0.0731912,0.001473255,0.002058513,0.006087159,0.006747217,0.003613707,0.003208849,0.01296638,0.001508399],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03765136,"about_ca_system_score_gemma":0.2942853,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7170862,"about_ca_topic_score_gemma":0.8245834,"domain_scores_codex":[0.9719368,0.006919536,0.005738048,0.0008274352,0.01182507,0.002753131],"domain_scores_gemma":[0.9173151,0.01833577,0.003313745,0.001651648,0.05437798,0.005005839],"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":[0.00003877224,0.0001275313,0.002239216,0.002781272,0.00002693223,0.001742454,0.006785697,0.0005937954,0.000914788,0.01921878,0.8388234,0.1267074],"study_design_scores_gemma":[0.00002493809,0.00004890755,0.005807966,0.01088488,0.00005592539,0.001225251,0.00378691,0.0002519645,0.0003750783,0.003832154,0.9735562,0.0001497725],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"review","genre_scores_codex":[0.007567965,0.09820808,0.04125762,0.7118378,0.02398945,0.01212163,0.002746649,0.001233546,0.1010372],"genre_scores_gemma":[0.05794694,0.1847061,0.3153232,0.3597211,0.007540781,0.01315779,0.004636319,0.000564568,0.05640328],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.2829138,"threshold_uncertainty_score":0.5691599,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02126530427713002,"score_gpt":0.3111209111100984,"score_spread":0.2898556068329683,"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."}}