{"id":"W1974118115","doi":"10.1080/08865710802146804","title":"Youth Risk Assessment in Complex Agency Practice","year":2008,"lang":"en","type":"article","venue":"Residential Treatment for Children & Youth","topic":"Child and Adolescent Psychosocial and Emotional Development","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Optech (Canada)","funders":"","keywords":"Teamwork; Agency (philosophy); Intervention (counseling); Service (business); Risk assessment; Risk management; Business; Service delivery framework; Risk analysis (engineering); Process management; Nursing; Medicine; Computer science; Computer security; Political science; Sociology; Marketing","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002344334,0.0003703066,0.0004072518,0.0001866872,0.0005189133,0.00005038338,0.0002098189,0.0001371904,0.0004541712],"category_scores_gemma":[0.00003552783,0.000321584,0.000340197,0.0002723096,0.00008268734,0.0001812111,0.00004114414,0.0002030262,0.0001740185],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002841548,"about_ca_system_score_gemma":0.0001540838,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003766416,"about_ca_topic_score_gemma":0.0002035005,"domain_scores_codex":[0.9975675,0.0002296106,0.0005775204,0.0006840311,0.0003612171,0.000580125],"domain_scores_gemma":[0.9990409,0.00008838684,0.0002879327,0.0003358856,0.0000791814,0.0001676894],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001707562,0.009612191,0.8747212,0.00002220318,0.001949987,0.0001335592,0.08154693,0.00006843351,0.00003869434,0.00482142,0.008635537,0.01674229],"study_design_scores_gemma":[0.006040705,0.0004087898,0.9888299,0.00003703888,0.0002727314,0.0000375896,0.002506956,0.000003505201,0.00001418907,0.0003769577,0.001112556,0.0003591395],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9827125,0.0004754009,0.0004365871,0.0007395059,0.0009246505,0.001533585,0.001089255,0.0001082664,0.01198025],"genre_scores_gemma":[0.9933463,0.0009245546,0.001050067,0.0002493025,0.0007292954,0.00007450543,0.001983953,0.00004288313,0.001599177],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1141087,"threshold_uncertainty_score":0.9999236,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06282120941947861,"score_gpt":0.3443074264980702,"score_spread":0.2814862170785916,"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."}}