{"id":"W1842132180","doi":"","title":"A preliminary investigation of wait times for child and adolescent mental health services in Canada.","year":2011,"lang":"en","type":"article","venue":"PubMed","topic":"Healthcare Operations and Scheduling Optimization","field":"Health Professions","cited_by":89,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Mental health; Agency (philosophy); Medicine; Mental health service; Psychology; Psychiatry","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004856019,0.00006483022,0.0001455424,0.0000635342,0.0002476074,0.00000215211,0.00004735759,0.00004969857,0.0000119743],"category_scores_gemma":[0.00002111938,0.00006024607,0.000008932338,0.00009969831,0.00001382556,0.00008356982,0.00002396282,0.0001145463,3.541018e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002692542,"about_ca_system_score_gemma":0.0008579348,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.3823735,"about_ca_topic_score_gemma":0.6774787,"domain_scores_codex":[0.9989516,0.0001566393,0.0004044691,0.0001359561,0.0000842323,0.0002670977],"domain_scores_gemma":[0.99951,0.00003580845,0.0001567519,0.00008868873,0.00006952709,0.0001391788],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003911637,0.0001042009,0.916095,0.004895838,0.00002091313,4.863638e-7,0.03622749,0.00009217039,0.000003864101,0.002144557,0.004994893,0.03502945],"study_design_scores_gemma":[0.0005355261,0.0000318377,0.9907646,0.000301703,0.000002945618,4.798958e-7,0.003136243,0.004440811,0.00002911546,0.00007052146,0.0006287409,0.00005746302],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9764931,0.0007360835,0.0001660318,0.01516827,0.0003689523,0.005998479,0.0001339604,0.00002416444,0.0009110178],"genre_scores_gemma":[0.9940588,0.0001259959,0.001748315,0.002659702,0.00003113368,0.001185061,0.00008814592,0.00001011031,0.00009273247],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2951052,"threshold_uncertainty_score":0.6217393,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05363237444706274,"score_gpt":0.3012427993929481,"score_spread":0.2476104249458854,"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."}}