{"id":"W4256638608","doi":"10.1007/0-306-47628-2_1","title":"Introduction","year":2006,"lang":"en","type":"book-chapter","venue":"Kluwer Academic Publishers eBooks","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University; St. Joseph’s Healthcare Hamilton","funders":"","keywords":"Computer science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007431223,0.0009873012,0.0006119736,0.001778431,0.001188662,0.004420815,0.001577352,0.001610035,0.6110324],"category_scores_gemma":[0.001957445,0.0003691097,0.0005750117,0.001666217,0.000541671,0.00305873,0.002261236,0.00190072,0.5230755],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001203813,"about_ca_system_score_gemma":0.002110594,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00337277,"about_ca_topic_score_gemma":0.005980628,"domain_scores_codex":[0.9994174,0.00005853263,0.00002227034,0.000113743,0.0003253456,0.0000626363],"domain_scores_gemma":[0.9993624,0.0000941563,0.00002344681,0.00009290213,0.000299088,0.0001278957],"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":[0.00001590203,0.0000406104,0.00008531945,0.0001406066,0.000001604383,0.00004899923,0.0001131134,0.00008158369,0.0002608958,0.02017006,0.7877513,0.1912898],"study_design_scores_gemma":[0.000001519294,0.000004397506,0.00007307534,0.00006654976,6.647097e-7,0.00003180631,0.00003415532,0.00001719936,0.00004268776,0.002183893,0.9975423,0.000001871878],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0002712737,0.003065001,0.00323578,0.002490899,0.00373181,0.0001389187,0.001782879,0.0008348839,0.9844486],"genre_scores_gemma":[0.0006156237,0.001562199,0.001077077,0.000801959,0.0003956874,0.00006299058,0.001102822,0.000185765,0.9941958],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6110324,"threshold_uncertainty_score":0.5548151,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03056326339309661,"score_gpt":0.3151456812686164,"score_spread":0.2845824178755198,"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."}}