{"id":"W1565376969","doi":"10.1111/j.1360-0443.2003.00619.x","title":"CAN YOU HAVE A LONG BUT REWARDING ADDICTIONS RESEARCH CAREER?","year":2004,"lang":"en","type":"article","venue":"Addiction","topic":"Substance Abuse Treatment and Outcomes","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Centre for Addiction and Mental Health","funders":"","keywords":"Addiction; Citation; Mental health; Psychology; Library science; Psychiatry; Medical education; Medicine; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002440377,0.0001326039,0.0001916484,0.0003250382,0.0003679939,0.0000267617,0.0000578995,0.0001122874,0.0002058941],"category_scores_gemma":[0.0001144986,0.0001167873,0.000114453,0.0004251195,0.00008557855,0.0001370407,0.00002201618,0.0003320648,0.0001719079],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008111348,"about_ca_system_score_gemma":0.000161305,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007954383,"about_ca_topic_score_gemma":0.001981906,"domain_scores_codex":[0.998593,0.00003896211,0.00019072,0.0002915633,0.0004961466,0.0003895865],"domain_scores_gemma":[0.99919,0.00005533489,0.00003701664,0.0003381025,0.0002157798,0.000163796],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000648539,0.0006300046,0.9187749,0.00004187385,0.001001677,0.001086839,0.01277364,0.0002799181,0.005147203,0.002964078,0.01246747,0.04418383],"study_design_scores_gemma":[0.01606971,0.001529003,0.8947803,0.001263451,0.001016772,0.0007226806,0.01950537,0.0001748131,0.04625412,0.001663551,0.01636744,0.0006527965],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9859827,0.0007854219,0.00026428,0.002269772,0.0004090236,0.0004559689,0.00001283322,0.0002943008,0.009525727],"genre_scores_gemma":[0.9939345,0.0002431648,0.0003353699,0.0001338406,0.0004512484,0.00008811214,0.0001480986,0.00003068407,0.004634961],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04353103,"threshold_uncertainty_score":0.4762449,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08041294465280777,"score_gpt":0.3445752644054199,"score_spread":0.2641623197526121,"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."}}