{"id":"W2502040892","doi":"10.1177/070674370705200307","title":"Response to Dr Campbell","year":2007,"lang":"en","type":"article","venue":"The Canadian Journal of Psychiatry","topic":"Healthcare Systems and Challenges","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Psychology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.008848188,0.0001011171,0.0002041845,0.0002998021,0.001128502,0.0000106838,0.0003660652,0.0001966063,0.0002513076],"category_scores_gemma":[0.0002936761,0.00006581593,0.000081629,0.0002396398,0.000040467,0.00004163412,0.00001117204,0.00105231,0.0003179577],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004024583,"about_ca_system_score_gemma":0.01096397,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.0514961,"about_ca_topic_score_gemma":0.9468006,"domain_scores_codex":[0.9974846,0.0007793327,0.000747783,0.00008850181,0.0002283488,0.0006714964],"domain_scores_gemma":[0.9972219,0.0003705762,0.0003244547,0.0003029432,0.0003250467,0.001455071],"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":[0.001346781,0.00002817407,0.2187316,0.0002131988,0.0001042737,0.0001968026,0.05188515,0.00001214102,0.0001945505,0.04949049,0.6723234,0.005473451],"study_design_scores_gemma":[0.0003637433,0.0002284969,0.1665967,0.0003764245,0.00001000229,0.00006961363,0.02315628,2.945273e-7,0.000003282351,0.002851434,0.8062462,0.00009750521],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5989594,0.002392916,0.0001357253,0.3805296,0.009174602,0.0003512972,0.00001231096,0.000008166884,0.008436059],"genre_scores_gemma":[0.9808904,0.00001029024,0.0006537295,0.01203587,0.00280797,0.000003009001,2.357787e-7,0.00002454974,0.003573951],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8953046,"threshold_uncertainty_score":0.994643,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07300157580475124,"score_gpt":0.4235973253398813,"score_spread":0.35059574953513,"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."}}