{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002137034,0.0001367087,0.0003451591,0.00006985659,0.001056267,0.00007779784,0.0001746038,0.000122849,0.0003762637],"category_scores_gemma":[0.001250213,0.0001380912,0.00008572779,0.00008976916,0.00005894146,0.0006006121,0.00007452448,0.001564206,0.00008944415],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005564375,"about_ca_system_score_gemma":0.000285336,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004710581,"about_ca_topic_score_gemma":0.000423467,"domain_scores_codex":[0.997079,0.001136289,0.0008367629,0.0001904537,0.0003517356,0.0004057344],"domain_scores_gemma":[0.9978577,0.0003287374,0.001021453,0.0001416642,0.000278029,0.0003723765],"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":[0.0005547002,0.000675349,0.01797464,0.0004597071,0.0001269156,0.000123049,0.00119916,0.00001118108,0.0002096372,0.02588134,0.8327968,0.1199876],"study_design_scores_gemma":[0.002090269,0.000159818,0.07633456,0.001154047,0.00007113472,0.002865097,0.0007666136,0.00002809738,0.000005101422,0.0008271487,0.9155196,0.0001785136],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.3927939,0.02074602,0.003504712,0.2030217,0.0178065,0.002329604,0.0001204381,0.0001245693,0.3595526],"genre_scores_gemma":[0.8341704,0.02152141,0.01700992,0.07363489,0.04458542,0.000005356952,0.00002381359,0.0001312543,0.008917538],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4413765,"threshold_uncertainty_score":0.8124057,"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."}}