{"id":"W4240005820","doi":"10.3410/f.13853962.15292062","title":"Faculty Opinions recommendation of Acute-phase and 1-year follow-up results of a randomized controlled trial of CBT versus Befriending for first-episode psychosis: the ACE project.","year":2012,"lang":"en","type":"dataset","venue":"Faculty Opinions – Post-Publication Peer Review of the Biomedical Literature","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Randomized controlled trial; Psychosis; Phase (matter); Medicine; Acute Psychosis; Psychology; Psychiatry; Family medicine; Physical therapy; Internal medicine; Physics","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":[0.01035265,0.002159268,0.005202614,0.004528262,0.001389897,0.00425118,0.006031101,0.004347209,0.3928317],"category_scores_gemma":[0.1011326,0.001715533,0.005938991,0.007790633,0.0006521372,0.003060148,0.003006459,0.003471063,0.08307812],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003127806,"about_ca_system_score_gemma":0.01029656,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01682339,"about_ca_topic_score_gemma":0.04965663,"domain_scores_codex":[0.9919235,0.002424837,0.001863254,0.001138439,0.001961025,0.0006889391],"domain_scores_gemma":[0.9438807,0.01956707,0.008483065,0.01002264,0.01391146,0.004135087],"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":[0.001849293,0.00009822751,0.001352825,0.005382231,0.0006774154,0.00001850312,0.00001671014,0.0001124242,0.00008795415,0.0003099008,0.9848003,0.005294216],"study_design_scores_gemma":[0.09562032,0.0004178441,0.02705707,0.006893234,0.003032974,0.0001099647,0.0001227505,0.00167419,0.000835461,0.004117719,0.8599023,0.0002162227],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0001823138,0.00009597024,0.0001482619,0.0004431937,0.0001009116,0.0007651408,0.9968694,0.0002326764,0.001162108],"genre_scores_gemma":[0.004491319,0.0003166908,0.002802462,0.001581066,0.0002266564,0.01437302,0.9681619,0.0004540049,0.007592912],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.3928317,"threshold_uncertainty_score":0.8660519,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06700126532891433,"score_gpt":0.4544659693437127,"score_spread":0.3874647040147984,"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."}}