{"id":"W2243271457","doi":"","title":"Needs Assessment for Online Physician and Workplace Health Programs","year":2008,"lang":"en","type":"article","venue":"","topic":"Global Health Workforce Issues","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Medical education; Public relations; Nursing; Medicine; Psychology; Political 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009779197,0.0003804597,0.0004818203,0.006246748,0.003551038,0.001846904,0.001513608,0.001206256,0.01710181],"category_scores_gemma":[0.02611731,0.0003523807,0.0009366593,0.003132965,0.0004405544,0.002937498,0.00341988,0.0009234585,0.001309023],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006859527,"about_ca_system_score_gemma":0.01649023,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02155323,"about_ca_topic_score_gemma":0.04391451,"domain_scores_codex":[0.9950696,0.002221979,0.000425657,0.0001405625,0.001166288,0.0009759055],"domain_scores_gemma":[0.9792651,0.006915455,0.001219221,0.0003987783,0.008334439,0.003866977],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001831538,0.009761485,0.5557272,0.001567636,0.00008252685,0.001181727,0.05115134,0.002236506,0.001575469,0.007912411,0.0283907,0.3385815],"study_design_scores_gemma":[0.000401228,0.004582211,0.6146458,0.001183279,0.0002061537,0.0005531231,0.316036,0.01190341,0.003000078,0.005317364,0.0420425,0.0001289209],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9270234,0.0002895734,0.002024881,0.006307218,0.0001034185,0.004691263,0.002340691,0.0001008383,0.0571187],"genre_scores_gemma":[0.9725979,0.0003475683,0.009175384,0.0008464828,0.00004942823,0.005502839,0.0016253,0.00002755252,0.009827691],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02155323,"threshold_uncertainty_score":0.05721122,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09352077411473952,"score_gpt":0.4835361017537542,"score_spread":0.3900153276390146,"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."}}