{"id":"W1904300077","doi":"10.1186/s13012-015-0345-7","title":"The concept of mechanism from a realist approach: a scoping review to facilitate its operationalization in public health program evaluation","year":2015,"lang":"en","type":"review","venue":"Implementation Science","topic":"Evaluation and Performance Assessment","field":"Decision Sciences","cited_by":312,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval; Montreal Clinical Research Institute; Université de Montréal","funders":"Institut National Du Cancer; Agence Nationale de la Recherche","keywords":"Operationalization; Referent; CLARITY; Mechanism (biology); Epistemology; Public health; Context (archaeology); Health informatics; Psychological intervention; Sociology; Medicine; Nursing","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":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.5750985,0.004063656,0.01132642,0.0885369,0.006068553,0.03081597,0.01045942,0.01471563,0.004444985],"category_scores_gemma":[0.6637684,0.004185321,0.01728223,0.05352036,0.02810638,0.03856281,0.01918042,0.01158198,0.0008897331],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02895749,"about_ca_system_score_gemma":0.104218,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004588512,"about_ca_topic_score_gemma":0.008914071,"domain_scores_codex":[0.3050629,0.5025733,0.1260817,0.01099629,0.05314309,0.002142816],"domain_scores_gemma":[0.2116996,0.6923919,0.03268381,0.02831256,0.03351792,0.001394263],"domain_codex":"methods","domain_gemma":"methods","domain_candidate":"methods","domain_consensus":"methods","study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.000293551,0.0001122058,0.001762956,0.4707454,0.004238638,0.000635194,0.02869201,0.002789196,0.0007305369,0.2730056,0.01078926,0.2062054],"study_design_scores_gemma":[0.0004467868,0.0003131632,0.001410093,0.7432826,0.005671483,0.000569779,0.009773061,0.00212622,0.0006712331,0.1313014,0.1041619,0.000272313],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.004703932,0.5264679,0.3210067,0.06240933,0.008324506,0.05790098,0.00162582,0.0006327245,0.01692821],"genre_scores_gemma":[0.07200579,0.206947,0.5418279,0.01058481,0.001500994,0.1648083,0.00105651,0.0002016965,0.001066983],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.4249015,"threshold_uncertainty_score":0.5239792,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.9035080940398004,"score_gpt":0.7158287156651659,"score_spread":0.1876793783746344,"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."}}