{"id":"W6907991069","doi":"10.25384/sage.c.5340302","title":"Segmenting or Summing the Parts? A Scoping Review of Male Suicide Research in Canada: La segmentation ou la somme des parties? Un examen de cadrage de la recherche sur le suicide des hommes au Canada","year":2021,"lang":"en","type":"other","venue":"Sage Journals Data","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mental health; Inclusion (mineral); Suicide prevention; Poison control; Occupational safety and health; Immigration; Injury prevention; Suicide attempt","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":[0.05552226,0.001623521,0.007338748,0.0387846,0.007225817,0.01378169,0.004837956,0.003811846,0.003117706],"category_scores_gemma":[0.1321754,0.001578614,0.004418437,0.06695865,0.006069031,0.006762618,0.005249815,0.003002798,0.000448452],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.06938614,"about_ca_system_score_gemma":0.2993244,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7651166,"about_ca_topic_score_gemma":0.8937475,"domain_scores_codex":[0.9541672,0.01413331,0.01433195,0.002409259,0.01257078,0.002387377],"domain_scores_gemma":[0.8785269,0.05697946,0.01244489,0.002570903,0.04737857,0.002099291],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0002069796,0.00002921775,0.00531794,0.644057,0.002368057,0.0004458993,0.01470339,0.0003762521,0.0007551038,0.006522056,0.03401816,0.2911998],"study_design_scores_gemma":[0.00002696659,0.00002459075,0.006416433,0.907196,0.002990131,0.0001255544,0.005385528,0.00009406142,0.0001461562,0.0008015633,0.07674329,0.0000496655],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001235013,0.9901932,0.0003737085,0.005075787,0.0005867329,0.000485783,0.00046077,0.00001161443,0.001577398],"genre_scores_gemma":[0.01617548,0.975678,0.002811179,0.003005355,0.0001749365,0.001040761,0.0005862681,0.00001825528,0.0005098135],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.2348834,"threshold_uncertainty_score":0.5034341,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5419016451862201,"score_gpt":0.4752340619323979,"score_spread":0.06666758325382216,"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."}}