{"id":"W4237679349","doi":"10.31234/osf.io/8vch5","title":"Dopamine “Ups and Downs” in Addiction Revisited","year":2020,"lang":"en","type":"preprint","venue":"","topic":"Neurotransmitter Receptor Influence on Behavior","field":"Neuroscience","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"National Institute on Drug Abuse; Canadian Institutes of Health Research","keywords":"Addiction; Dopamine; Neuroscience; Drug; Psychology; Sensitization; Medicine; Psychiatry; Pharmacology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0007368055,0.0004136588,0.0006414281,0.0005849035,0.0006272469,0.001818484,0.0006482259,0.001999978,0.003099725],"category_scores_gemma":[0.0005336499,0.0002019287,0.0004323759,0.0005127349,0.005834338,0.005140952,0.001357376,0.003224951,0.0004217765],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001282528,"about_ca_system_score_gemma":0.0004584372,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001543611,"about_ca_topic_score_gemma":0.002182684,"domain_scores_codex":[0.9997345,0.00009863773,0.00001291969,0.00006470708,0.00005861752,0.00003068319],"domain_scores_gemma":[0.9997672,0.0001302297,0.00002412925,0.00002443613,0.00002802989,0.00002600111],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00003800451,0.00001093409,0.0005095675,0.0001705755,0.00002368472,0.0002967412,0.0004763897,0.0004317288,0.001728779,0.9636877,0.005452265,0.02717376],"study_design_scores_gemma":[0.00001108592,0.00005850112,0.002465486,0.0001769434,0.00001398564,0.0007701387,0.0006271901,0.002052984,0.0007241131,0.9209983,0.07207815,0.00002305358],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.06237762,0.5168142,0.03322291,0.2318888,0.005596044,0.00001738196,0.0001608161,0.0002123627,0.1497099],"genre_scores_gemma":[0.7502559,0.1700174,0.008262698,0.02412043,0.008525752,0.00004885617,0.00005469623,0.0001461001,0.03856808],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.003099725,"threshold_uncertainty_score":0.01036966,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05240196534270301,"score_gpt":0.2992770147043431,"score_spread":0.2468750493616401,"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."}}