{"id":"W2978483897","doi":"10.1111/jphd.12346","title":"Perceived professional roles and implications for clinical decision‐making","year":2019,"lang":"en","type":"article","venue":"Journal of Public Health Dentistry","topic":"Pharmaceutical industry and healthcare","field":"Pharmacology, Toxicology and Pharmaceutics","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Ontario; University of Toronto; Toronto Public Health","funders":"","keywords":"Likert scale; Logistic regression; Bivariate analysis; Scale (ratio); Visual analogue scale; Univariate; Health care; Medicine; Health professionals; Multivariate analysis; Family medicine; Psychology; Multivariate statistics; Physical therapy; Statistics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007297373,0.0001550545,0.0004877429,0.000140927,0.0004373191,0.000055021,0.000342045,0.0005737449,0.0007209182],"category_scores_gemma":[0.00110624,0.000131952,0.0001810185,0.0001598347,0.0001482578,0.0003161081,0.00009637815,0.002163375,0.00003106378],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001463973,"about_ca_system_score_gemma":0.001567909,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001078512,"about_ca_topic_score_gemma":0.000006009183,"domain_scores_codex":[0.9965526,0.0009644802,0.001407817,0.0002559737,0.0002078239,0.0006113447],"domain_scores_gemma":[0.9945685,0.002725304,0.0008289838,0.0001621709,0.0005254349,0.001189596],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003040554,0.0005818019,0.5706168,0.0003407922,0.0001535036,0.00001246163,0.0002926424,0.00000721557,0.0003238923,0.003759857,0.04863832,0.3749686],"study_design_scores_gemma":[0.002215035,0.0003016841,0.6461313,0.0001511471,0.00003606529,0.000540828,0.0003961349,0.0003667946,0.000007969954,0.002060091,0.3476672,0.0001258073],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.936252,0.003094843,0.001967953,0.05298194,0.00479828,0.0005729098,0.0001183841,0.00002114273,0.0001925477],"genre_scores_gemma":[0.9814661,0.001643868,0.002257405,0.0131236,0.0009889192,0.00001841287,0.0000105683,0.0000183133,0.0004728838],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3748428,"threshold_uncertainty_score":0.939891,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.6758256445787122,"score_gpt":0.6821177607846071,"score_spread":0.006292116205894871,"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."}}