{"id":"W2004404366","doi":"10.1503/cmaj.100038","title":"The psych consult","year":2010,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"Counseling, Therapy, and Family Dynamics","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University; Canadiana.org","funders":"","keywords":"Pager; Evening; Throwing; Text message; Nursing staff; Medicine; Medical emergency; Nursing; Computer science; Psychology; Telecommunications; Aeronautics; Engineering","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006097252,0.000321527,0.0002806976,0.0007884931,0.004509294,0.001614216,0.0006738844,0.00261394,0.3615562],"category_scores_gemma":[0.007101537,0.0003769058,0.0003286554,0.0003694424,0.0007037856,0.001134481,0.002090218,0.004584595,0.08699482],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002185584,"about_ca_system_score_gemma":0.004098035,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01018736,"about_ca_topic_score_gemma":0.04183884,"domain_scores_codex":[0.9992356,0.0001926839,0.00003754788,0.00009187233,0.000216728,0.0002256774],"domain_scores_gemma":[0.9956321,0.0003528516,0.0001193344,0.0001225333,0.0008933468,0.002879796],"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":[0.00001761353,0.00001963631,0.0003293227,0.0000202288,0.000001598243,0.000837629,0.0001402793,0.000004839883,0.00006017095,0.0005516996,0.9816435,0.01637358],"study_design_scores_gemma":[0.0000188635,0.00004819459,0.004730732,0.0002031744,0.000003231559,0.004291926,0.001109134,0.00003280329,0.00007532976,0.0006933188,0.9887777,0.00001548528],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.009925403,0.005382717,0.001094023,0.2358896,0.02824193,0.0002268528,0.00141411,0.0009884967,0.7168369],"genre_scores_gemma":[0.06540098,0.003560693,0.001042297,0.1053724,0.004748079,0.0001234093,0.0007532952,0.0004925873,0.8185062],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3615562,"threshold_uncertainty_score":0.9106627,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006468710402006164,"score_gpt":0.2737274449870687,"score_spread":0.2672587345850626,"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."}}