{"id":"W2428337178","doi":"","title":"Referral letter from family physician to psychiatrist: would it have educational, service or research implications?","year":2008,"lang":"en","type":"article","venue":"PubMed","topic":"Healthcare Systems and Technology","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Medicine; Referral; Family medicine; Service (business); Psychiatry; Medical education","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004163466,0.0001427431,0.0001963081,0.0004146431,0.0004622301,0.0001173996,0.0004822538,0.0002058979,0.00004979634],"category_scores_gemma":[0.0001217053,0.0001249924,0.00004344184,0.001172374,0.00004531848,0.000378799,0.0001818454,0.0004621699,0.001227467],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001002751,"about_ca_system_score_gemma":0.00008738171,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01796181,"about_ca_topic_score_gemma":0.004220814,"domain_scores_codex":[0.9982412,0.00002823154,0.000332011,0.0004523547,0.0003250804,0.0006210707],"domain_scores_gemma":[0.9987114,0.00007086368,0.0001052379,0.000583531,0.000482088,0.00004687248],"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":[0.00004205188,0.0001192174,0.02039406,0.00006778512,0.00001901909,0.00000314979,0.00008761238,0.000001139702,0.0000581922,0.005502412,0.9262552,0.04745021],"study_design_scores_gemma":[0.0001271061,0.000002408737,0.4226017,0.000007614241,0.000003564852,8.47613e-7,0.000146998,0.000005756413,0.000003411461,0.002039953,0.5749643,0.00009631409],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.4716904,0.00008768015,0.00003788974,0.4920332,0.0005368306,0.001144546,0.00001573236,0.0001272709,0.03432637],"genre_scores_gemma":[0.8395108,0.000008563088,0.0001767941,0.1497431,0.004833253,0.002981886,0.00006941448,0.00003335865,0.002642837],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.4022077,"threshold_uncertainty_score":0.9995502,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2379944331107735,"score_gpt":0.3597003365566084,"score_spread":0.121705903445835,"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."}}