{"id":"W2157454158","doi":"10.3399/bjgp14x681445","title":"Specialist discharge, child psychiatry, PIMs, and Facebook","year":2014,"lang":"en","type":"article","venue":"British Journal of General Practice","topic":"Child and Adolescent Health","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Child and adolescent psychiatry; Psychiatry; Medical emergency; World Wide Web; Computer science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001213439,0.0002669246,0.0002880743,0.0005601974,0.003053841,0.002820814,0.0004643695,0.00120231,0.08207339],"category_scores_gemma":[0.01135771,0.0001826065,0.0002820698,0.0006544499,0.0007254484,0.002426414,0.003904625,0.001931489,0.01211307],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001177944,"about_ca_system_score_gemma":0.001670948,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002436843,"about_ca_topic_score_gemma":0.01081043,"domain_scores_codex":[0.9985313,0.000758834,0.00006346148,0.00006527869,0.0003175448,0.000263452],"domain_scores_gemma":[0.9898925,0.00238279,0.001136334,0.0002604149,0.0003442923,0.005983608],"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":[0.00008663253,0.0004404911,0.01488028,0.0009726814,0.0000162194,0.0008752104,0.01733765,0.00002775853,0.0001585225,0.002031152,0.7276515,0.235522],"study_design_scores_gemma":[0.00008409838,0.0002500325,0.05740872,0.001716168,0.00002219372,0.003120293,0.06601154,0.000136217,0.0001416876,0.002876648,0.8681764,0.00005597856],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.1331722,0.01513918,0.001348344,0.1625407,0.005629634,0.0006488892,0.002256774,0.001737691,0.6775267],"genre_scores_gemma":[0.6936581,0.01634093,0.004630622,0.04828562,0.00363838,0.0009528269,0.001626184,0.0003268037,0.2305406],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.08207339,"threshold_uncertainty_score":0.2745628,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02296456956786946,"score_gpt":0.3700969709727002,"score_spread":0.3471324014048308,"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."}}