{"id":"W6920905508","doi":"10.6084/m9.figshare.22604795.v1","title":"Additional file 1 of Lower-risk substance use guidelines accessible by youth","year":2023,"lang":"en","type":"article","venue":"Figshare","topic":"Substance Abuse Treatment and Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University; University of Victoria","funders":"","keywords":"Key (lock); Table (database); Substance use; Public use","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":[0.001113573,0.0009480127,0.001692245,0.003745223,0.0007637139,0.001326687,0.001326602,0.001109522,0.8983943],"category_scores_gemma":[0.02626086,0.000491451,0.000989025,0.006399657,0.0002202044,0.001898609,0.001327548,0.0008610098,0.2095626],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001172165,"about_ca_system_score_gemma":0.001964825,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01897451,"about_ca_topic_score_gemma":0.02637949,"domain_scores_codex":[0.9992759,0.0001941735,0.000158314,0.0001531981,0.0001151317,0.0001033624],"domain_scores_gemma":[0.9835269,0.01243047,0.001075119,0.000387023,0.002121024,0.0004595491],"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":[0.0001604149,0.00005265068,0.001267627,0.00508033,0.00002874896,0.00003611723,0.00006381283,0.00008089755,0.00001863055,0.0005056713,0.985047,0.007658095],"study_design_scores_gemma":[0.003296174,0.0002042372,0.03157695,0.01674525,0.0003078697,0.0005247489,0.0009281295,0.0006230923,0.0002926774,0.007944492,0.9374377,0.0001186208],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"other","genre_scores_codex":[0.0001131745,0.00007233723,0.00009071859,0.000125393,0.00001924514,0.0001085972,0.9973263,0.00009167038,0.002052511],"genre_scores_gemma":[0.008920946,0.001155341,0.002462262,0.00144052,0.0002169781,0.004181208,0.9571419,0.0008172482,0.02366362],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.1016057,"threshold_uncertainty_score":0.144928,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1362117579859364,"score_gpt":0.3195633243931397,"score_spread":0.1833515664072033,"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."}}