{"id":"W2405305750","doi":"10.1093/pch/14.5.287","title":"Vulnerable and marginalized children: Who are they and how can we help?","year":2009,"lang":"en","type":"article","venue":"Paediatrics & Child Health","topic":"Child and Adolescent Health","field":"Health Professions","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Montreal Children's Hospital","funders":"","keywords":"Medicine; Psychology","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":[0.004361314,0.0006064444,0.0008245918,0.0007723567,0.009133816,0.005599196,0.003043965,0.006092435,0.01565249],"category_scores_gemma":[0.01556938,0.0005891046,0.0004334038,0.001234003,0.01049667,0.004820524,0.003231206,0.01161506,0.001233299],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04254143,"about_ca_system_score_gemma":0.06558795,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.7924538,"about_ca_topic_score_gemma":0.9247915,"domain_scores_codex":[0.9962021,0.001403914,0.0001495493,0.0002853606,0.0006545204,0.00130475],"domain_scores_gemma":[0.9886082,0.002241384,0.0007608481,0.0001615732,0.002234879,0.005993044],"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":[0.00006479037,0.00002048259,0.005735368,0.0006041051,0.00003692559,0.002010112,0.01753327,0.00004445301,0.0001455447,0.00977379,0.9199687,0.04406235],"study_design_scores_gemma":[0.00004563944,0.00004392825,0.01907953,0.00455371,0.00005276359,0.001471386,0.05146166,0.00005952749,0.0001027213,0.004240195,0.9187535,0.0001355241],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.002926797,0.07338528,0.0001015332,0.9092339,0.005403687,0.00002595082,0.0001035399,0.00001272679,0.008806677],"genre_scores_gemma":[0.1889507,0.3245534,0.001287094,0.4322446,0.01753575,0.0002447802,0.0002410627,0.0001590021,0.03478356],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.7924538,"threshold_uncertainty_score":0.4175369,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02355578877932283,"score_gpt":0.3203479449063189,"score_spread":0.2967921561269961,"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."}}