{"id":"W2897013829","doi":"10.12968/sece.2018.27.3","title":"A quarter of CAMHS referrals are rejected","year":2018,"lang":"en","type":"article","venue":"SecEd","topic":"Public Health and Nutrition","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Download; Medicine; Library science; Psychology; History; World Wide Web; Computer science; Archaeology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001239633,0.00004527896,0.0001490631,0.00007266653,0.00002258973,0.000002230044,0.00002739552,0.00006832302,0.000442458],"category_scores_gemma":[0.0001495592,0.00003699716,0.00002758075,0.0001665794,0.00003696067,0.00003422188,0.000005670223,0.00006663084,0.00007571304],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002309661,"about_ca_system_score_gemma":0.00007321687,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007650322,"about_ca_topic_score_gemma":0.0000441744,"domain_scores_codex":[0.9994584,0.000027746,0.0001604849,0.00009500865,0.0001078427,0.000150545],"domain_scores_gemma":[0.9994367,0.00001576291,0.0000606774,0.0001729654,0.0001958588,0.0001180725],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.003467898,0.001004506,0.0826264,0.00177907,0.0001365637,0.00005633787,0.003920593,2.712709e-8,0.3193496,0.001445145,0.5747639,0.01145],"study_design_scores_gemma":[0.006733089,0.003038726,0.8105612,0.0006082769,0.00005476748,0.00007405986,0.0009473595,0.0001278693,0.06357806,0.0007501011,0.1133303,0.0001961704],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9775844,0.00005293554,0.00002666336,0.004580651,0.0001251908,0.0001751691,0.000009300849,0.00004822019,0.01739742],"genre_scores_gemma":[0.9980023,0.000008573345,0.0002448857,0.0009293411,0.0003121351,0.000007207704,0.00002733199,0.000006127282,0.0004621191],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7279348,"threshold_uncertainty_score":0.4844605,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03334743571063439,"score_gpt":0.3367956285044508,"score_spread":0.3034481927938164,"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."}}