{"id":"W4398957251","doi":"10.7910/dvn/tagfbl","title":"Excerpts from popular online news media that mention opioid-related research in 2017-18","year":2019,"lang":"en","type":"dataset","venue":"Harvard Dataverse","topic":"Opioid Use Disorder Treatment","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Information retrieval; Data science; Computer science","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":[0.001204557,0.00125245,0.0008061585,0.01132141,0.001143662,0.001586146,0.000779291,0.0008008791,0.07224527],"category_scores_gemma":[0.009436307,0.0004229864,0.0005953148,0.01987019,0.0004881081,0.0009341211,0.001940676,0.001017441,0.052287],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001011566,"about_ca_system_score_gemma":0.001795518,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01460882,"about_ca_topic_score_gemma":0.04429047,"domain_scores_codex":[0.9985428,0.0003090099,0.0003517767,0.0002489076,0.0003782983,0.0001692902],"domain_scores_gemma":[0.9918716,0.004276581,0.0009923601,0.0006858091,0.001787095,0.0003865623],"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":[0.0002076283,0.00003127081,0.001948527,0.00270978,0.00002815011,0.0001291157,0.0005715699,0.00007548757,0.0004706181,0.0004487484,0.9816822,0.01169704],"study_design_scores_gemma":[0.0001225076,0.00002201497,0.01900993,0.001291237,0.00004888243,0.000164854,0.001397956,0.0001227884,0.0005842711,0.0004829886,0.9767193,0.00003335636],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0008676834,0.00009771097,0.00007004318,0.00006978961,0.0000559657,0.00004798628,0.9972668,0.00007622631,0.001447814],"genre_scores_gemma":[0.00141039,0.0002493631,0.0005594416,0.0000633327,0.00003843011,0.000441165,0.9945445,0.00005312437,0.002640194],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.07224527,"threshold_uncertainty_score":0.2416845,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1193790357829865,"score_gpt":0.3736663238752983,"score_spread":0.2542872880923118,"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."}}