{"id":"W4390713232","doi":"10.21045/2071-5021-2023-69-5-10","title":"ATTITUDE OF HEALTH PROFESSIONALS TOWARDS REASONABLE CONSUMPTION","year":2023,"lang":"en","type":"article","venue":"Social Aspects of Population Health","topic":"Human Resources and Workforce","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Declaration; Test (biology); Consumption (sociology); Population; Psychology; Health care; Quarter (Canadian coin); Nursing; Medical education; Medicine; Environmental health; Sociology; Political science; Social science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003737426,0.000125317,0.0001603107,0.0006970622,0.0006730773,0.001265356,0.0001447058,0.0009681258,0.004908144],"category_scores_gemma":[0.01757575,0.0001839874,0.0003570699,0.0003531915,0.0008753668,0.0004340523,0.0007265218,0.0006828929,0.0006879849],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006159801,"about_ca_system_score_gemma":0.001094476,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002269506,"about_ca_topic_score_gemma":0.001498075,"domain_scores_codex":[0.9973404,0.001192876,0.0001875408,0.0001594581,0.0008146161,0.0003051704],"domain_scores_gemma":[0.9856985,0.007031032,0.002875366,0.0004609724,0.002226679,0.00170736],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004327438,0.0006221849,0.8838526,0.0004177232,0.00009482551,0.0006766831,0.05531095,0.0001653264,0.004516279,0.0006628704,0.003286058,0.04996172],"study_design_scores_gemma":[0.00005767234,0.001834776,0.8934522,0.0003949872,0.00009065305,0.001762206,0.08591992,0.0005089646,0.001130254,0.0006333192,0.01414439,0.00007055961],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9901828,0.0002996204,0.0002911394,0.002028131,0.00006048226,0.00004159089,0.00003405526,0.000008167714,0.007054008],"genre_scores_gemma":[0.9963812,0.0003471177,0.000268285,0.001240198,0.00003689487,0.00002320626,0.00002545012,0.0000025956,0.001675049],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004908144,"threshold_uncertainty_score":0.01976562,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0994847836703924,"score_gpt":0.4466000937675067,"score_spread":0.3471153100971143,"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."}}