{"id":"W2772016768","doi":"10.1186/s12961-017-0265-x","title":"Alliance members’ roles in collective field-building: an assessment of leadership and championship within the Population Health Intervention Research Initiative for Canada","year":2017,"lang":"en","type":"article","venue":"Health Research Policy and Systems","topic":"Health Policy Implementation Science","field":"Health Professions","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Impact; Public Health Agency of Canada; University of Ottawa; Université de Montréal; University of Waterloo; University of Toronto","funders":"Institute of Population and Public Health; Canadian Institutes of Health Research","keywords":"Public relations; Population health; Population; Public health; Health services research; Capacity building; Alliance; Stakeholder; Political science; Sociology; Medicine; Nursing; Environmental health","routes":{"ca_aff":true,"ca_fund":true,"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":["metaresearch","sts"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.07278551,0.0001353123,0.0004679447,0.0005066579,0.007077793,0.0001278999,0.000445491,0.000135757,0.00000529487],"category_scores_gemma":[0.01947746,0.0001078315,0.00002112773,0.0006347472,0.0003565876,0.0003895023,0.0001890986,0.001383897,4.2646e-7],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003143775,"about_ca_system_score_gemma":0.01965815,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9337926,"about_ca_topic_score_gemma":0.9526196,"domain_scores_codex":[0.976714,0.01838298,0.001451666,0.0004893515,0.001361884,0.001600155],"domain_scores_gemma":[0.9827359,0.01392625,0.001066516,0.00057432,0.001057477,0.0006395348],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003468438,0.0001101327,0.5213249,0.011844,0.00003075847,0.000002093286,0.1385765,0.0000599269,0.0000240034,0.2890747,0.03139627,0.007209801],"study_design_scores_gemma":[0.001598835,0.001237394,0.8545803,0.002006071,0.000001005135,0.000002390608,0.1250789,0.006477364,0.000007241067,0.004870453,0.004028113,0.000111979],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6330703,0.000578937,0.0003370769,0.3546996,0.0004063234,0.01001573,0.0001835959,0.0000157709,0.0006925706],"genre_scores_gemma":[0.9918408,0.0002014166,0.0002224385,0.005308649,0.0003214159,0.001560893,0.00001214431,0.0000170745,0.0005151622],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3587705,"threshold_uncertainty_score":0.9942148,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.9351939597041804,"score_gpt":0.7769700190412683,"score_spread":0.1582239406629121,"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."}}