{"id":"W4236261168","doi":"10.3410/f.737770661.793581990","title":"Faculty Opinions recommendation of Classics in chemical neuroscience: buprenorphine.","year":2021,"lang":"en","type":"dataset","venue":"Faculty Opinions – Post-Publication Peer Review of the Biomedical Literature","topic":"Academic Writing and Publishing","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University; Douglas Mental Health University Institute","funders":"","keywords":"Buprenorphine; Psychology; Neuroscience; Medicine; Internal medicine; Opioid","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":[0.001511014,0.002721408,0.001798773,0.003752328,0.0009602857,0.003514224,0.003233385,0.00330705,0.1649997],"category_scores_gemma":[0.009907554,0.0007206176,0.001684193,0.005372698,0.0004723888,0.00188794,0.002272062,0.002142509,0.1936368],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001741743,"about_ca_system_score_gemma":0.003412497,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0162369,"about_ca_topic_score_gemma":0.05102894,"domain_scores_codex":[0.9986269,0.0002195242,0.0001683176,0.0003944917,0.000413325,0.0001773815],"domain_scores_gemma":[0.9957688,0.001255525,0.0004442991,0.000771796,0.0011539,0.0006057134],"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":[0.00004128916,0.00001085313,0.00024192,0.0004804169,0.00001357246,0.00000720504,0.000005553454,0.00005280551,0.00004265527,0.0001242859,0.9972497,0.00172973],"study_design_scores_gemma":[0.0002791786,0.00001577127,0.001803595,0.0002968719,0.00003452905,0.0000379063,0.00002338147,0.0002648148,0.0002617568,0.0008081893,0.9961527,0.00002129472],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00008341175,0.0001413195,0.00005674181,0.0001519402,0.00006868891,0.00001520479,0.9976562,0.0003781951,0.001448273],"genre_scores_gemma":[0.0004037839,0.0001583529,0.0003484779,0.0002035057,0.00003089031,0.00006867698,0.9963097,0.0001138746,0.002362727],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.1649997,"threshold_uncertainty_score":0.5519789,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05400559156561837,"score_gpt":0.3380571588845212,"score_spread":0.2840515673189029,"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."}}