{"id":"W2793081748","doi":"10.1136/bmjopen-2017-019130","title":"Impacts of Bicycle Infrastructure in Mid-Sized Cities (IBIMS): protocol for a natural experiment study in three Canadian cities","year":2018,"lang":"en","type":"article","venue":"BMJ Open","topic":"Urban Transport and Accessibility","field":"Social Sciences","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre Hospitalier de l’Université de Montréal; Vancouver Coastal Health Research Institute; Memorial University of Newfoundland; Vancouver Coastal Health; Université de Montréal; Simon Fraser University","funders":"Canadian Institutes of Health Research","keywords":"TRIPS architecture; Occupational safety and health; Population; Poison control; Psychological intervention; Injury prevention; Transport engineering; Suicide prevention; Human factors and ergonomics; Natural experiment; Environmental health; Investment (military); Level design; Geography; Medicine; Engineering; Political science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03415775,0.004718931,0.004696794,0.00231637,0.01260985,0.003910618,0.005482591,0.005234832,0.03534844],"category_scores_gemma":[0.01861645,0.003846996,0.00499792,0.003763223,0.004053739,0.00200614,0.002875802,0.005944272,0.004585666],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.05511763,"about_ca_system_score_gemma":0.1678601,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6330885,"about_ca_topic_score_gemma":0.7428238,"domain_scores_codex":[0.9821814,0.006329669,0.00145276,0.002093504,0.00255286,0.005389825],"domain_scores_gemma":[0.9827234,0.001970782,0.001972211,0.001751839,0.00857909,0.00300269],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"not_applicable","study_design_scores_codex":[0.3142879,0.1989988,0.03381965,0.02668073,0.002854726,0.00192551,0.01892736,0.01811487,0.007871767,0.01715448,0.1773594,0.1820047],"study_design_scores_gemma":[0.3470523,0.1007877,0.2146097,0.01124196,0.002009955,0.0001655561,0.01163198,0.006371977,0.006679051,0.01012721,0.2879982,0.001324425],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.008310326,0.00009098038,0.0009189845,0.0002077216,0.000110577,0.9849625,0.003519866,0.00005681431,0.001822253],"genre_scores_gemma":[0.004252723,0.00005071605,0.00155176,0.0001457763,0.00001216673,0.9931873,0.0003576575,0.000003030793,0.0004388732],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.3669115,"threshold_uncertainty_score":0.7381445,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07956458812697043,"score_gpt":0.4450273820068475,"score_spread":0.3654627938798771,"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."}}