{"id":"W3173033579","doi":"","title":"Research Group Abstracts","year":2013,"lang":"en","type":"article","venue":"Journal of Biomolecular Techniques JBT","topic":"Treatment of Major Depression","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"","keywords":"Computer science; Group (periodic table); Data science; Information retrieval; Bioinformatics; Biology; Chemistry","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":["insufficient_payload"],"category_scores_codex":[0.003986363,0.001550501,0.001158353,0.004558184,0.001651414,0.004933966,0.002361059,0.004375021,0.6994653],"category_scores_gemma":[0.01093293,0.0005000736,0.001468347,0.002275548,0.000389962,0.002002547,0.002144823,0.001973072,0.5492914],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001915509,"about_ca_system_score_gemma":0.005992502,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001439181,"about_ca_topic_score_gemma":0.002036166,"domain_scores_codex":[0.9970392,0.0004345493,0.0002628712,0.0003581136,0.001542029,0.0003632442],"domain_scores_gemma":[0.9896362,0.0009583753,0.0006264339,0.0008144916,0.005273005,0.002691555],"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":[0.000338708,0.0001145573,0.0002154949,0.000607801,0.00001514012,0.00009123211,0.00002203131,0.00002422079,0.0007564865,0.0009083393,0.9365117,0.06039428],"study_design_scores_gemma":[0.0001326207,0.0001433284,0.0007210502,0.0002558343,0.00002167401,0.0001343118,0.00004137838,0.0000293682,0.0004773888,0.0007906773,0.9972444,0.00000805767],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00347063,0.01838851,0.002716758,0.03924887,0.1062169,0.004293635,0.03648252,0.001742695,0.7874395],"genre_scores_gemma":[0.006963601,0.008582723,0.001419883,0.008042195,0.02077398,0.001422006,0.01603953,0.0005624382,0.9361936],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3005347,"threshold_uncertainty_score":0.4286763,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03147671363299865,"score_gpt":0.3723243619725243,"score_spread":0.3408476483395257,"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."}}