{"id":"W4251950325","doi":"10.3410/f.734937939.793568605","title":"Faculty Opinions recommendation of The Association of Pain Intensity and Suicide Attempts Among Patients Initiating Pain Specialty Services.","year":2019,"lang":"en","type":"dataset","venue":"Faculty Opinions – Post-Publication Peer Review of the Biomedical Literature","topic":"Pain Management and Placebo Effect","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"York University","funders":"","keywords":"Specialty; Association (psychology); Medicine; Psychiatry; Psychology; Family medicine; Clinical psychology; Psychotherapist","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":[],"consensus_categories":[],"category_scores_codex":[0.002654641,0.001492932,0.001761058,0.003170009,0.0006050371,0.002929421,0.002956972,0.002537576,0.1261886],"category_scores_gemma":[0.02605728,0.0007538839,0.002556686,0.004063557,0.0003505915,0.00150469,0.00196918,0.002048361,0.08076673],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001505194,"about_ca_system_score_gemma":0.003697479,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02272053,"about_ca_topic_score_gemma":0.05248933,"domain_scores_codex":[0.9980653,0.0004156693,0.0003758463,0.000523408,0.0004027495,0.0002170459],"domain_scores_gemma":[0.9892448,0.004012787,0.00172934,0.001828285,0.002273356,0.0009114292],"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":[0.0001214436,0.00002034848,0.001838296,0.0009298162,0.00009722348,0.000008462222,0.00000976749,0.00009312054,0.00003757275,0.0001971311,0.9942777,0.00236931],"study_design_scores_gemma":[0.002133792,0.00005198456,0.01912418,0.00178252,0.0003429526,0.00008268027,0.00006439447,0.000815585,0.0003184832,0.002002117,0.9732154,0.00006594813],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0001071794,0.00007221246,0.00005585028,0.000178484,0.00004220081,0.00002140338,0.9986985,0.0001899081,0.000634208],"genre_scores_gemma":[0.001133227,0.0001549843,0.0004969536,0.000284656,0.00004474914,0.0002794862,0.9956232,0.0001263064,0.001856535],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.1261886,"threshold_uncertainty_score":0.422143,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03063450516296348,"score_gpt":0.3181516332039042,"score_spread":0.2875171280409408,"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."}}