{"id":"W103996926","doi":"10.1177/070674370905400802","title":"Reduction in Psychiatry","year":2009,"lang":"en","type":"article","venue":"The Canadian Journal of Psychiatry","topic":"Mental Health and Psychiatry","field":"Arts and Humanities","cited_by":54,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Reduction (mathematics); Psychiatry; Psychology; Medicine","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":[],"consensus_categories":[],"category_scores_codex":[0.005633763,0.0004004333,0.0004583632,0.001810582,0.001935714,0.002841607,0.001182417,0.001772097,0.005804678],"category_scores_gemma":[0.01086396,0.0001459665,0.0005676034,0.000770878,0.01534345,0.003276224,0.003071088,0.004079039,0.0009464451],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004576179,"about_ca_system_score_gemma":0.006003809,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00238319,"about_ca_topic_score_gemma":0.002101281,"domain_scores_codex":[0.9936947,0.003095151,0.000285937,0.0005256544,0.001981944,0.0004166409],"domain_scores_gemma":[0.9935576,0.003753199,0.0006348275,0.0006754174,0.001122671,0.0002562654],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005554818,0.00004873173,0.00122435,0.001326378,0.00003928051,0.0003183354,0.003280469,0.0002548711,0.0002651954,0.8475388,0.02896563,0.1166825],"study_design_scores_gemma":[0.00002830757,0.00008153649,0.001716355,0.001253478,0.00003490828,0.001707423,0.002110291,0.0002492201,0.0004470928,0.6519525,0.3404021,0.00001685001],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"editorial","genre_scores_codex":[0.01618965,0.2589105,0.030473,0.3312657,0.008452247,0.0001823039,0.0001490167,0.0002049287,0.3541728],"genre_scores_gemma":[0.7710956,0.1062693,0.01567534,0.07507106,0.007264575,0.000359832,0.00020282,0.0001043468,0.02395708],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.005804678,"threshold_uncertainty_score":0.03320265,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02365230038841606,"score_gpt":0.2527235566955714,"score_spread":0.2290712563071553,"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."}}