{"id":"W3216778347","doi":"10.21203/rs.3.rs-1082733/v1","title":"Investigating a Self-Management Harm Reduction Strategy for Symptoms of Attention-Deficit Hyperactive Disorder, Nicotine Dependence, Alcohol use, and Drug Use","year":2021,"lang":"en","type":"preprint","venue":"Research Square","topic":"Attention Deficit Hyperactivity Disorder","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Nicotine; Drug; Clinical psychology; Psychology; Psychological intervention; Psychiatry; Attention deficit hyperactivity disorder; Harm reduction; Population; Medicine; Public health","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":[0.002413377,0.0002784246,0.0003523684,0.0004429796,0.00061636,0.0005418151,0.0005394974,0.0004909802,0.003366755],"category_scores_gemma":[0.006128311,0.0001710793,0.0004448759,0.0001760173,0.0002855335,0.0003437018,0.000550498,0.0006036003,0.0002832694],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005858944,"about_ca_system_score_gemma":0.002094964,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001634032,"about_ca_topic_score_gemma":0.003472462,"domain_scores_codex":[0.9992865,0.0004054244,0.00004467857,0.00006316198,0.0001383492,0.00006200267],"domain_scores_gemma":[0.996861,0.001471874,0.0006779493,0.0002187576,0.0002630183,0.0005074237],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002122183,0.06397229,0.6178026,0.0005636723,0.000399669,0.0001663092,0.005108818,0.0004762292,0.003975113,0.0004777162,0.001274533,0.3036609],"study_design_scores_gemma":[0.001769472,0.02660828,0.9559298,0.0001415536,0.0004644028,0.000214979,0.002940519,0.00392909,0.00471645,0.000562092,0.00270009,0.00002333958],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985914,0.00007093907,0.0002809341,0.000165841,0.000009202852,0.000182976,0.0000195871,0.00001376693,0.0006653035],"genre_scores_gemma":[0.9957052,0.000138667,0.002495804,0.0001485421,0.00001717127,0.0004140672,0.00007780024,0.00000241717,0.001000361],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003366755,"threshold_uncertainty_score":0.01276332,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.115073160508053,"score_gpt":0.4052398444745035,"score_spread":0.2901666839664505,"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."}}