{"id":"W2129557199","doi":"10.1370/afm.755","title":"Promoting Participatory Research by Family Physicians","year":2007,"lang":"en","type":"review","venue":"The Annals of Family Medicine","topic":"Health Policy Implementation Science","field":"Health Professions","cited_by":34,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"General partnership; Participatory action research; Citizen journalism; Medicine; Community-based participatory research; Publishing; Public relations; Project commissioning; Medical education; Nursing; Sociology; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.04946135,0.000407724,0.00248841,0.0005594504,0.001271246,0.000006068134,0.001478859,0.0003695385,0.0001786511],"category_scores_gemma":[0.004863703,0.0002369221,0.0002585431,0.002441381,0.001419297,0.0001109947,0.0003465269,0.002754251,0.0006070976],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001565375,"about_ca_system_score_gemma":0.002191213,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001237467,"about_ca_topic_score_gemma":0.00003127718,"domain_scores_codex":[0.982698,0.008911075,0.003209003,0.0005833596,0.002361909,0.002236637],"domain_scores_gemma":[0.9783131,0.0169535,0.001775517,0.001266424,0.001260729,0.0004307493],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000007428432,0.00002844798,0.000003982319,0.01369207,0.0001644317,0.000002943593,0.01740274,2.106028e-8,0.00003359315,0.0001977624,0.5176015,0.450865],"study_design_scores_gemma":[0.0002386469,0.0002597729,0.00005463677,0.01723181,0.000395206,6.975069e-7,0.007323683,0.000002640564,0.000003300412,0.000166003,0.974157,0.0001665638],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0003683312,0.9673871,0.00002995672,0.01714204,0.0005521853,0.0036945,0.0001907543,0.00006371784,0.0105714],"genre_scores_gemma":[0.000158905,0.9560592,0.00001964148,0.03993893,0.001378355,0.000575189,0.00003837637,0.00007511567,0.001756245],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.4565555,"threshold_uncertainty_score":0.9995464,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.9837576389756981,"score_gpt":0.8213360846180021,"score_spread":0.162421554357696,"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."}}