{"id":"W6987231778","doi":"","title":"A SERIES OF STUDIES ON USING SOCIAL NETWORKS TO INFORM AND SUPPORT EVIDENCE-INFORMED PUBLIC HEALTH PRACTICE IN CANADA: INVESTIGATING ORGANIZATIONAL SOCIAL NETWORKS","year":2015,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Prenatal Screening and Diagnostics","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Intervention (counseling); Public health; Position (finance); Process (computing); Social network analysis; Social network (sociolinguistics); Interpretation (philosophy); Qualitative property; Opinion leadership","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":[0.01571895,0.000529433,0.0006999109,0.003323489,0.007036973,0.004408209,0.00230924,0.001285458,0.002871137],"category_scores_gemma":[0.05123004,0.0005563383,0.0007223031,0.007714135,0.003813398,0.00216741,0.003617604,0.001584299,0.0002525898],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0540015,"about_ca_system_score_gemma":0.09861641,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9110837,"about_ca_topic_score_gemma":0.9402535,"domain_scores_codex":[0.9900638,0.003672553,0.0006399868,0.0009191737,0.003154214,0.001550297],"domain_scores_gemma":[0.9147387,0.0339724,0.01541392,0.003529229,0.02721529,0.005130562],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004692322,0.001041385,0.6536374,0.00481953,0.0007039913,0.0003043378,0.1656472,0.0004746378,0.0005847636,0.002668221,0.002898745,0.1667505],"study_design_scores_gemma":[0.0000695068,0.0005561034,0.8509252,0.003327894,0.0004113221,0.000105964,0.1243435,0.0007226912,0.001098757,0.0005030035,0.01784287,0.00009322626],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9786283,0.006847695,0.0009772762,0.003415057,0.00007445478,0.000937669,0.0006731662,0.00001522647,0.008431243],"genre_scores_gemma":[0.9900827,0.004778387,0.001423778,0.001004516,0.00003712392,0.0006365889,0.0002755057,0.00001125381,0.00175023],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0889163,"threshold_uncertainty_score":0.3918101,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.094823274372363,"score_gpt":0.3225230857516235,"score_spread":0.2276998113792605,"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."}}